https://hackenberg.tech/2026-09-25T00:00:00.000Zweekly1.0 https://hackenberg.tech/_astro/comic-profile-head.B26Viw5D_106lL9.webp Dr. Georg Hackenberg Dr. Georg Hackenberg - Profile Headshot https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_chQoi.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/preview.DQa0_nWU_Z1beHQN.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/_astro/preview.Byifrb8R_12Yv9S.webp Dr. Georg Hackenberg im Digital Factory Smart Lab Dr. Georg Hackenberg im industriellen Smart Factory Labor mit holografischen Anzeigen für JaamSim-Ablaufsimulationen und Produktionsanalysen https://hackenberg.tech/_astro/preview.CztxRq36_Zz7UNV.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/_astro/3d-force.RSrFVnSH_t3ipm.webp 3D Network Graph in Spatial Space Three-dimensional visualization of the interconnected content network featuring spherical nodes and glowing link particles on a dark background https://hackenberg.tech/_astro/preview.q9vdTvGh_YuO3h.webp Research domain: Software Engineering Focus area in Software Engineering: Architectures & Web Platforms. https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1SWfNY.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/preview.qWbB_Z5f_Z726fj.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/_astro/preview.BMdrU-AH_Z2l9lUU.webp Vorlesung: Cross-Platform & Cloud-Architekturen Dr. Georg Hackenberg präsentiert im Hörsaal die Interaktion von .NET MAUI Apps mit einem ASP.NET Core Cloud-Server-Rack https://hackenberg.tech/_astro/preview.DjD3Wohh_Zt85Pr.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/_astro/cytoscape.D4GAM8cO_Z21hNBy.webp Cytoscape Force-Directed Network Planar 2D network diagram displaying centered data hubs and colored interconnects on a dark slate background https://hackenberg.tech/_astro/preview.BgoJq0z__Z1ls0ap.webp Research domain: Computer Simulation Focus area in Computer Simulation: Systems & Layout Modeling. https://hackenberg.tech/_astro/hero.B5VONTrc_1OM57j.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/preview.rk-8T_aE_1G66A5.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/preview.N6PLHPCA_Zlg3K1.webp Dr. Georg Hackenberg im Python FEA Seminar Dr. Georg Hackenberg erläutert numerische Finite-Elemente-Berechnungen mit Python anhand dreidimensionaler Spannungsmodelle im Hörsaal https://hackenberg.tech/_astro/preview.C_-CfnBA_Z2axszX.webp Präsentation: Channel Architecture Dr. Georg Hackenberg erläutert das Hub-and-Spoke-Syndikationsmodell von Astro Core Content zu Web, RSS, LinkedIn und Headless-APIs https://hackenberg.tech/_astro/d3.D3JP907J_Z2ubTPv.webp D3 Physics-Based Force Graph Physics-driven network diagram featuring centrifugally organized topic clusters and fine link lines on a dark background https://hackenberg.tech/_astro/preview.CdgmfKnj_Z2w9J9.webp Research domain: Artificial Intelligence Focus area in Artificial Intelligence: Generative AI & Agent Systems. https://hackenberg.tech/_astro/hero.DztZjTp3_Z1ptFAQ.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/preview.BP-i6v2q_1FhRFt.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/preview.CZYOUeHr_Z1BMpTY.webp Dr. Georg Hackenberg im Simulationsseminar Dr. Georg Hackenberg demonstriert kontinuierliche Zustandsraumtrajektorien, Monte-Carlo-Histogramme und Stromnetzmodelle auf einem holografischen Zylinderdisplay https://hackenberg.tech/_astro/preview.CM00OPQD_1yAxOS.webp Präsentation: Design Systems Dr. Georg Hackenberg präsentiert Design-Tokens, Farbpaletten, Typografieskalen und modulare UI-Komponenten auf einer Leinwand https://hackenberg.tech/_astro/sigma.Cob5bQlz_Z1yiSqs.webp Sigma ForceAtlas2 Graph Layout Large-scale network graph layout with organically distributed content clusters and delicate edges rendered on a dark background https://hackenberg.tech/_astro/preview.CrTTHqKC_ZLd8SD.webp Research domain: User Experience Focus area in User Experience: Visualizations & UI Designs. https://hackenberg.tech/_astro/hero.B240KLub_1tlqn2.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/_astro/preview.De68v9hL_ZUX8CO.webp Dr. Georg Hackenberg im Datenanalyse-Labor Dr. Georg Hackenberg präsentiert SQL-Abfragen, relationale Datenbankschemata und multidimensionale OLAP-Cubes im Computer-Hörsaal https://hackenberg.tech/_astro/preview.hIfJM8EO_Z1s1Nkb.webp Dr. Georg Hackenberg im Professorenbüro Campus Wels Dr. Georg Hackenberg definiert TypeScript- und Zod-Datenschemata am Bildschirm im Büro am FH OÖ Campus Wels https://hackenberg.tech/_astro/vis-network.D-C80RTM_24ymrU.webp Vis.js Interactive Particle Network Two-dimensional node network with dynamic data clusters and fine interconnecting edges rendered on a dark background https://hackenberg.tech/_astro/hero.BRdVdlj3_c3KwN.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/preview.CHqMTFah_ZLVCNU.webp Dr. Georg Hackenberg im IoT-Hardware-Labor Dr. Georg Hackenberg demonstriert C#-Firmware, Live-MQTT-Telemetriedaten und ThingsBoard-Dashboards im Elektronik- und Sensoriklabor https://hackenberg.tech/_astro/preview.BrQvD11u_1n5vuI.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg überwacht am Breitbildmonitor im Home Office Almtal automatisierte GitHub-Actions-Pipelines mit 100/100 Lighthouse-Score https://hackenberg.tech/_astro/hero.CF7S19M3_Z1QiBRj.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/preview.CIF21QPV_Z9j95v.webp Dr. Georg Hackenberg im Java-Hörsaal Dr. Georg Hackenberg erläutert objektorientierte Vererbungshierarchien und das Java Collection Framework vor Studierenden im Computer-Labor https://hackenberg.tech/_astro/preview.DAETSQEG_PsC1q.webp Semantische Web-Optimierung im Almtal Office Dr. Georg Hackenberg überprüft semantische Wissensgraphen, llms.txt und OpenGraph-Vorschauen am Bildschirm im Almtal Home Office https://hackenberg.tech/_astro/hero.CNkMYJAs_9lF3t.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/preview.D4k5Hbup_lmF9l.webp Python-Grundlagen im Hörsaal Dr. Georg Hackenberg erklärt modulare Python-Funktionen und automatisierte Konsolenausgaben an einem digitalen Großdisplay vor Studierenden https://hackenberg.tech/_astro/preview.BQ4MWckW_1aQJRv.webp System Observability im Campus Office Wels Dr. Georg Hackenberg analysiert OpenTelemetry-Traces und Token-Verbrauchskurven an seinem Arbeitsplatz am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.BUsc2Pq9_ZeSBr8.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/preview.Byo13rO0_1E6YCH.webp Software Engineering & Agile Methoden Dr. Georg Hackenberg präsentiert UML-Klassendiagramme, Design Patterns, ein agiles Kanban-Board und CI/CD-Pipelines an einem digitalen Whiteboard https://hackenberg.tech/_astro/preview.CBap1i2g_Z1nnfzF.webp Präsentation: Agentic Orchestration mit LangGraph Dr. Georg Hackenberg präsentiert die zyklische Multi-Agenten-Architektur mit Supervisor Router und Human-in-the-Loop-Checkpoints https://hackenberg.tech/_astro/hero.nA148zs2_85Xe4.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/preview.BBNiD4jA_1DhNfI.webp Systems Engineering & Mechatronik-Labor Dr. Georg Hackenberg erläutert MATLAB-Simulink-Blockschaltbilder und Bode-Diagramme vor einem mechatronischen Motorprüfstand https://hackenberg.tech/_astro/preview.Dbnw4HCD_Z21f7tL.webp Knowledge Retrieval & GraphRAG am Campus Wels Dr. Georg Hackenberg demonstriert hybride Vektorsuche und Neo4j-Wissensgraphen an der Workstation im Campus Office Wels https://hackenberg.tech/_astro/icon.DpyVmPDr_ZJPUEn.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/preview.Dh7LOj_F_1FyoLf.webp TypeScript & Firebase Webentwicklung Dr. Georg Hackenberg präsentiert TypeScript-Klassenstrukturen, Web-Dashboards und Google-Firebase-Datenmodelle im IT-Hörsaal https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/_astro/image.B5P9rbnj_2igpk1.webp GitHub: CADdrive Vorschau: CADdrive https://hackenberg.tech/_astro/image.FiB0Cqeq_1P6OJ8.webp GitHub: opencascade-tools Vorschau: opencascade-tools https://hackenberg.tech/_astro/image.bC7BKQnu_1t41Tt.webp GitHub: agentbrick Vorschau: agentbrick https://hackenberg.tech/_astro/image.BkJfjx2C_191PXx.webp LinkedIn: Wissenschaftsministerin Eva-Maria Holzle LinkedIn Beitrag: Wissenschaftsministerin Eva-Maria Holzleitner besuchte diese Woche die FH Oberös https://hackenberg.tech/_astro/image.DpgBw1ou_Z1XYtl9.webp LinkedIn: Letzte Woche hatte ich die Gelegenheit, LinkedIn Beitrag: Letzte Woche hatte ich die Gelegenheit, eine von weltweit sieben österreichische https://hackenberg.tech/_astro/image.orf-Qdwx_13nWMB.webp LinkedIn: Just finished my talk "On modeling, disc LinkedIn Beitrag: Just finished my talk "On modeling, discrete-event simulation, and optimization https://hackenberg.tech/_astro/image.b8ryfa-Y_Z1cooHc.webp 3D Multi-touch Prototype for Augmented and Virtual Reality Vorschau: 3D Multi-touch Prototype for Augmented and Virtual Reality https://hackenberg.tech/_astro/image.zVtTU98W_Z1EAAgi.webp Visualization of Linear vs. Cubic Interpolation Vorschau: Visualization of Linear vs. Cubic Interpolation https://hackenberg.tech/_astro/image.DV6ypJja_2faSRU.webp Cubic interpolation demo using C++ and OpenGL Vorschau: Cubic interpolation demo using C++ and OpenGL https://hackenberg.tech/favicon.svg Dr. Georg Hackenberg Logo von Dr. Georg Hackenberg https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/datenschutz/2026-09-14T19:11:33.000Zyearly0.3https://hackenberg.tech/impressum/2026-09-14T19:11:33.000Zyearly0.3https://hackenberg.tech/interests/artificial-intelligence/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.CdgmfKnj_Z6S4dH.webp Research domain: Artificial Intelligence Focus area in Artificial Intelligence: Generative AI & Agent Systems. https://hackenberg.tech/_astro/ai-1-embeddings-llm-kvcaching.OTAixSoE_Z2kW0eb.webp Vektoreinbettungen, Transformer Self-Attention und KV-Caching Text Embeddings, Transformer Attention & KV Caching https://hackenberg.tech/_astro/ai-2-multimodal-generation.DNFAsls__sfgxI.webp Multimodal Generative AI Multimodal Generative AI: Image, Audio and Video Synthesis https://hackenberg.tech/_astro/ai-3-agentic-reasoning-mcp.VZ3u6HMZ_Z1HRxr5.webp Autonome Agenten-Reasoning-Schleifen und MCP-Integration Agentic AI, Reasoning Loops & Model Context Protocol (MCP) https://hackenberg.tech/interests/computer-simulation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.BgoJq0z__Z1pNTDX.webp Research domain: Computer Simulation Focus area in Computer Simulation: Systems & Layout Modeling. https://hackenberg.tech/_astro/sim-1-continuous-discrete-dynamics.D1xqjXik_Z1dQSfW.webp Kontinuierliche vs. diskrete Systemdynamik und RK4-Integration Continuous vs Discrete-Time Dynamics https://hackenberg.tech/_astro/sim-2-discrete-event-monte-carlo.C7ZNqG3J_sgGQH.webp Diskrete Ereignissimulation und Monte-Carlo-Methoden Discrete-Event Simulation & Monte Carlo Methods https://hackenberg.tech/_astro/sim-3-gpu-cluster-graphics.DrHGxzD9_23yMe7.webp GPU-Cluster-Parallelrechnen und Echtzeit-Grafiksimulation High-Performance Parallel Compute & Real-Time Visual Engines https://hackenberg.tech/interests/software-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.q9vdTvGh_U8TyI.webp Research domain: Software Engineering Focus area in Software Engineering: Architectures & Web Platforms. https://hackenberg.tech/_astro/se-1-tdd-static-analysis.i19gpSm1_chffc.webp Test-Driven Development (TDD) Zyklus und statische Code-Analyse Test-Driven Development & Static Code Analysis https://hackenberg.tech/_astro/se-2-version-control-ci-cd.CILEVmBJ_1C34oG.webp Automatisierte Continuous Integration und Delivery Pipeline Version Control & Continuous Delivery Pipeline https://hackenberg.tech/_astro/se-3-canary-ab-testing-usability.B8_uSRN9_zf2gC.webp Canary Deployment Routing und A/B-Testing Telemetrie Canary Releases, A/B Testing & Usability Telemetry https://hackenberg.tech/interests/user-experience/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.CrTTHqKC_ZPz3nc.webp Research domain: User Experience Focus area in User Experience: Visualizations & UI Designs. https://hackenberg.tech/_astro/ux-1-ucd-personas-scenarios.BE3J3rwX_1aJJzB.webp User-Centered Design mit Personas und Journey-Mapping User-Centered Design, Personas & Scenario Mapping https://hackenberg.tech/_astro/ux-2-mockups-interaction-design.Cb7edquE_VT3vy.webp Von Low-Fidelity Wireframes zu High-Fidelity UI-Mockups Wireframes, High-Fidelity UI Mockups & Interaction Behavior https://hackenberg.tech/_astro/ux-3-design-systems-usability-testing.BZ-q6YAa_2jbDUq.webp Design-Systeme mit Tokens und empirische Usability-Tests Design Systems, Design Tokens & Empirical Usability Testing https://hackenberg.tech/tags/2026-09-25T00:00:00.000Zmonthly0.5https://hackenberg.tech/tags/aeo/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/tags/agentic-ai/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/ai-migration/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.PJ7SkLIy_BdB7J.webp Cover illustration: Relaunching my personal website on GitHub Pages with Astro and TypeScript Discover how I relaunched my personal website on GitHub Pages using Astro, TypeScript, and Google Antigravity to automate legacy PHP content migration. https://hackenberg.tech/tags/aio/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/tags/almtal/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.Oq8lByRS_VVdb1.webp Titelgrafik: Vision Campus Almtal 2035: Vom Erholungstourismus zum dezentralen Innovationsraum Ein strategisches Zukunftskonzept für das Almtal: Wie aus der Krise des klassischen Erholungstourismus ein dezentrales Bildungs- und Hochtechnologie-Ökosystem entstehen kann – die FH OÖ School of Natural Sciences & Applications. https://hackenberg.tech/tags/artificial-intelligence/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/astro/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/icon.C51CeDZU_Z1rjYEj.webp Cover illustration: Designing a Flicker-Free Client-Side Unread Content System in Astro How we implemented a client-side localStorage notification system for unread content, using cached Astro static content manifests and synchronous scripting to eliminate visual flickering. https://hackenberg.tech/_astro/icon.PJ7SkLIy_BdB7J.webp Cover illustration: Relaunching my personal website on GitHub Pages with Astro and TypeScript Discover how I relaunched my personal website on GitHub Pages using Astro, TypeScript, and Google Antigravity to automate legacy PHP content migration. https://hackenberg.tech/_astro/preview.DjD3Wohh_2iibu4.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/tags/award/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/group.ZC1kejM7_Z1sfdl6.webp Group Group photo https://hackenberg.tech/_astro/hugo_geiger.C9ySuskf_yUREW.webp Fraunhofer Prize Award 2011 - Hugo geiger illustration Hugo geiger illustration from Fraunhofer Prize Award 2011 https://hackenberg.tech/tags/benchmarks/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/tags/blog/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/screenshot.Dra6Etju_24xvuM.webp Publication slides online now! - Screenshot illustration Screenshot illustration from Publication slides online now! https://hackenberg.tech/_astro/screenshot.7vOYhjKt_Z24WzNP.webp The new website goes online! - Screenshot illustration Screenshot illustration from The new website goes online! https://hackenberg.tech/_astro/facebook.Dvu2HBsj_1Ya2uJ.webp Introducing Timeline Navigation and Facebook Like - Facebook illustration Facebook illustration from Introducing Timeline Navigation and Facebook Like https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/content.DVBevHQV_ZLXbKA.webp Revised PHP/XML Blog Implementation - Content illustration Content illustration from Revised PHP/XML Blog Implementation https://hackenberg.tech/_astro/screenshot_one.DFOrkzhI_rc5uL.webp Blog Cover Interface - Screenshot one illustration Screenshot one illustration from Blog Cover Interface https://hackenberg.tech/_astro/screenshot.C4DeK1Lq_1uvngY.webp Animated Article Tiles - Screenshot illustration Screenshot illustration from Animated Article Tiles https://hackenberg.tech/_astro/bubble.Bw6nWFEC_2skB8Y.webp Blog Calendar Interface - Bubble illustration Bubble illustration from Blog Calendar Interface https://hackenberg.tech/_astro/bubble.BNuH7A5E_Z1hftjh.webp Blog Timeline Widget - Bubble illustration Bubble illustration from Blog Timeline Widget https://hackenberg.tech/_astro/screenshot.D8jccAFf_BWGUs.webp Cover illustration: From Layout to Animation In a previous article The Evolution of a Functional Prototype I demonstrated how to transform sketches into prototypes backed by database content and applicatio... https://hackenberg.tech/_astro/data.CRdDvGC6_Z2tR30M.webp The Evolution of a Functional Prototype - Data illustration Data illustration from The Evolution of a Functional Prototype https://hackenberg.tech/_astro/backgrounds.DFRO4ICX_1nKOPE.webp From Sketch to Prototype - Backgrounds illustration Backgrounds illustration from From Sketch to Prototype https://hackenberg.tech/_astro/files.wK0f_6-P_Z24ev8e.webp Managing/Publishing Your Resume with PHP and XML - Files illustration Files illustration from Managing/Publishing Your Resume with PHP and XML https://hackenberg.tech/_astro/screenshot.Do2gv_0O_1G4GB0.webp Cover illustration: Improved Website Usability! After being online with the original layout and navigation concept for almost two years it was time for some central improvements. Among others the RSS feeds ha... https://hackenberg.tech/_astro/http_post.DclGQGL7_ZV32nM.webp XML-RPC based Spam Filtering - Http post illustration Http post illustration from XML-RPC based Spam Filtering. https://hackenberg.tech/_astro/article.t_8hDrlU_Z10jXlP.webp Article Article fragment https://hackenberg.tech/_astro/icon.ZGeN_5za_2f78rE.webp Cover illustration: Personal Website launched! Hey everyone! I am happy, you made it to this site :). It is my first try to get something up and running. So I hope, you'll like it. I'll try my best to get so... https://hackenberg.tech/_astro/preview.DjD3Wohh_2iibu4.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/tags/cad/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/tags/calm-technology/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/tags/civil-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/tags/cognitive-ergonomics/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/tags/cognitive-science/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/tags/collaborative-software/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/editor.D4MCyKzk_Z2qtfgL.webp Managing Our Team Roadmap with MediaWiki - Editor illustration Editor illustration from Managing Our Team Roadmap with MediaWiki https://hackenberg.tech/default-icon.png An Adaptable XML Based Approach for Scientific Data Management and Integration Academic publication icon for An Adaptable XML Based Approach for Scientific Data Management and Integration (16-21 February 2008) https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/tags/computer-graphics/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/_astro/rendering.DzkRntZI_ZyvA4s.webp 3D Trace Visualization - Rendering illustration Rendering illustration from 3D Trace Visualization https://hackenberg.tech/_astro/firefox.BPktvIgA_4TyqC.webp JavaScript 3D Engine Screenshots - Firefox illustration Firefox illustration from JavaScript 3D Engine Screenshots. https://hackenberg.tech/tags/computer-vision/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/_astro/interface_list.8KzVhJ4p_28LKHY.webp 3D Motion Capture Documents from my PhD Studies at EPFL - Interface list illustration Interface list illustration from 3D Motion Capture Documents from my PhD Studies at EPFL. https://hackenberg.tech/_astro/data_model.CyuZh2Lr_3qqJH.webp Cover illustration: 3D Multi-Touch Master Thesis Due to the overwhelming response from the research community over the past 2 years I decided to put online my Master Thesis written at Fraunhofer FIT. I hope my... https://hackenberg.tech/_astro/fraunhofer.FPZZOGuD_LBVRw.webp Official 3D Multi-Touch Websites - Fraunhofer illustration Fraunhofer illustration from Official 3D Multi-Touch Websites https://hackenberg.tech/_astro/candidates.pGl5Pu6F_Z1c1YeV.webp Cover illustration: 3D Multi-Touch with Computer Vision Some time ago I was working on free hand 3D gesture interfaces similar to Microsoft Kinect. What this work essentially means is collecting digital camera images... https://hackenberg.tech/_astro/hugo_geiger.C9ySuskf_yUREW.webp Fraunhofer Prize Award 2011 - Hugo geiger illustration Hugo geiger illustration from Fraunhofer Prize Award 2011 https://hackenberg.tech/_astro/screenshot.CPHZvVqk_X3u9O.webp Cover illustration: Research Group Seminar Winter 2011 Beginning of this week the research group I currently work at was going onto a two day seminar trip onto the country side south of Munich. Since we are a very l... https://hackenberg.tech/_astro/esplanade.c48x5RH0_Z1FvI15.webp IEEE VR 2011 in Singapore - Esplanade illustration Esplanade illustration from IEEE VR 2011 in Singapore https://hackenberg.tech/_astro/pencil_drawing.DyvSqp-3_18vJrr.webp 3D Multi-Touch Product Vision - Pencil drawing illustration Pencil drawing illustration from 3D Multi-Touch Product Vision https://hackenberg.tech/_astro/screenshot.bcwk4f2e_saa4l.webp Cover illustration: Master Thesis Video. After finally completing my Master Thesis project at Fraunhofer FIT me and some friends took some time to prepare a demonstration video. The video is now availa... https://hackenberg.tech/_astro/default.5VxnUalB_Z1qvvll.webp Master Thesis Screenshots! - Default illustration Default illustration from Master Thesis Screenshots! https://hackenberg.tech/_astro/interface.D0DQKJyY_Z1Bi6H2.webp Algorithm Debugging using OpenGL - Interface illustration Interface illustration from Algorithm Debugging using OpenGL. https://hackenberg.tech/_astro/screenshot.BxMpnwUK_Z1IOTpD.webp Augmented Reality Framework Screenshot - Screenshot illustration Screenshot illustration from Augmented Reality Framework Screenshot. https://hackenberg.tech/publications/2011_03_ieeevr/image.png Lightweight palm and finger tracking for real-time 3D gesture control Academic publication icon for Lightweight palm and finger tracking for real-time 3D gesture control (19-23 March 2011) https://hackenberg.tech/tags/conference/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/poster.CzacoKow_Z2ckely.webp Follow-Up on Denis' MSE Article - Poster illustration Poster illustration from Follow-Up on Denis' MSE Article https://hackenberg.tech/_astro/title.DIifU9qQ_12nH0k.webp Cover illustration: My SE4SG Presentation I just uploaded my presentation slides for the SE4SG workshop to slideshare to give you the opportunity to review my talk. I hope everybody enjoyed the presenta... https://hackenberg.tech/_astro/photo.BY0PUPtR_1a8AP0.webp SE4SG Workshop Report - Photo illustration Photo illustration from SE4SG Workshop Report https://hackenberg.tech/_astro/screenshot.WA3uhYTh_ZDbUD3.webp Leaving to ICSE tomorrow! - Screenshot illustration Screenshot illustration from Leaving to ICSE tomorrow! https://hackenberg.tech/_astro/se4sg.DdCNnsp1_22F26u.webp Paper accepted for ICSE'2012 workshop on SE4SG! - Se4sg illustration Se4sg illustration from Paper accepted for ICSE'2012 workshop on SE4SG! https://hackenberg.tech/_astro/esplanade.c48x5RH0_Z1FvI15.webp IEEE VR 2011 in Singapore - Esplanade illustration Esplanade illustration from IEEE VR 2011 in Singapore https://hackenberg.tech/tags/content-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.DjD3Wohh_2iibu4.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/tags/cyberpsychology/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/tags/cytoscape/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/cytoscape.D4GAM8cO_Jeej3.webp Cytoscape Force-Directed Network Planar 2D network diagram displaying centered data hubs and colored interconnects on a dark slate background https://hackenberg.tech/tags/d3/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/d3.D3JP907J_1apqut.webp D3 Physics-Based Force Graph Physics-driven network diagram featuring centrifugally organized topic clusters and fine link lines on a dark background https://hackenberg.tech/tags/data-integration/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/default-icon.png An Adaptable XML Based Approach for Scientific Data Management and Integration Academic publication icon for An Adaptable XML Based Approach for Scientific Data Management and Integration (16-21 February 2008) https://hackenberg.tech/_astro/preview.De68v9hL_2eIsqR.webp Dr. Georg Hackenberg im Datenanalyse-Labor Dr. Georg Hackenberg präsentiert SQL-Abfragen, relationale Datenbankschemata und multidimensionale OLAP-Cubes im Computer-Hörsaal https://hackenberg.tech/tags/data-visualization/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/intro.BC_5YpH9_Z6wj3J.webp Titelgrafik: A new zumida video is out on YouTube! Now, that zumida has emerged into a mature platform, it is time to present the first public video. See zumida in action, from registration to content creation a... https://hackenberg.tech/_astro/screenshot_enter.BYWukk_I_Z29zfW9.webp Explaining the new zumida dashboard - Screenshot enter illustration Screenshot enter illustration from Explaining the new zumida dashboard https://hackenberg.tech/_astro/screenshot_edit.DEHEcjfS_Z1NWQGj.webp The new zumida user interface revealed! - Screenshot edit illustration Screenshot edit illustration from The new zumida user interface revealed! https://hackenberg.tech/_astro/screenshot.gtWOUMw-_Z11lzEb.webp A tool for analyzing data from welding experiments - Screenshot illustration Screenshot illustration from A tool for analyzing data from welding experiments https://hackenberg.tech/_astro/computer.CwvdiiY4_ZPNm3k.webp The Hyperkit Software graph library in action - Computer illustration Computer illustration from The Hyperkit Software graph library in action https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/screenshot.Bt2A1c3R_XY9Dy.webp Hyperkit Software™ goes online! - Screenshot illustration Screenshot illustration from Hyperkit Software™ goes online! https://hackenberg.tech/_astro/screenshot.CJnHB5RH_ZzlV6k.webp zumida goes online! - Screenshot illustration Screenshot illustration from zumida goes online! https://hackenberg.tech/_astro/graph.CoPkeY7p_Z1QWuW6.webp Teaser: Smart Traffic Control - Graph illustration Graph illustration from Teaser: Smart Traffic Control https://hackenberg.tech/_astro/rendering.DzkRntZI_ZyvA4s.webp 3D Trace Visualization - Rendering illustration Rendering illustration from 3D Trace Visualization https://hackenberg.tech/_astro/full.Dof9kDSe_Z2j5Y6K.webp Reviewing the last year of smart grid research - Full illustration Full illustration from Reviewing the last year of smart grid research https://hackenberg.tech/_astro/screenshot_android.C_KEm2Ft_KeQBn.webp Model Visualization for Windows and Android - Screenshot android illustration Screenshot android illustration from Model Visualization for Windows and Android https://hackenberg.tech/_astro/balance-20.CLfZ5ElN_AdDlN.webp Guided Behavior Space Exploration - Balance 20 illustration Balance 20 illustration from Guided Behavior Space Exploration https://hackenberg.tech/_astro/model.BZMjh9ku_3kzOR.webp Machine Learning: Model and Trace - Model illustration Model illustration from Machine Learning: Model and Trace https://hackenberg.tech/_astro/screenshot.Chpl3PTb_QB5km.webp Collective Learning - A New Approach - Screenshot illustration Screenshot illustration from Collective Learning - A New Approach https://hackenberg.tech/_astro/level.C1E-wuZM_Z2iOU6z.webp Getting Closer to Actual Balance - Level illustration Level illustration from Getting Closer to Actual Balance https://hackenberg.tech/_astro/screenshot.E6dTrbUE_2nlSqX.webp Cover illustration: Meet EnergyCity - A Virtual Testbed for Smartness To smooth the way for smart energy systems we have been working on a virtual testbed for deploying and testing control strategies: EnergyCity. This article show... https://hackenberg.tech/_astro/diagram.n6euhJf6_h3XFs.webp Using Energy Storage - Diagram illustration Diagram illustration from Using Energy Storage https://hackenberg.tech/_astro/balance.CjKLhq-S_ZBFmdm.webp Optimizing Powerhouse Control - Balance illustration Balance illustration from Optimizing Powerhouse Control https://hackenberg.tech/_astro/graph.DwfIkyyz_jImDl.webp Sample System Model Graph Output Graph illustration from Sample System Model (Graph Output) https://hackenberg.tech/_astro/diagram.zRJuuCAF_ocSAc.webp True Emergent Refrigerator Behavior - Diagram illustration Diagram illustration from True Emergent Refrigerator Behavior https://hackenberg.tech/_astro/screenshot.D0X3U29K_Z1bJ2Nt.webp Titelgrafik: Visualization Studio for Systems Engineers Seeing is understanding. This is especially true when engineering the structure and behavior of complex systems. Understanding whatever models you built is the ... https://hackenberg.tech/_astro/screenshot.C8AEe8hN_hR3Ty.webp Cover illustration: How to Scale Refrigerator Powering Strategies When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c... https://hackenberg.tech/_astro/diagram.hwGv03hK_Z2tG0iE.webp Using Solar Energy to Power Refrigerators - Diagram illustration Diagram illustration from Using Solar Energy to Power Refrigerators https://hackenberg.tech/_astro/screenshot.DbHtXmtY_2dV0vC.webp Cover illustration: Visualizing our Smart Grid Simulation At ICSE I presented our initial model for simulating the smart grid including both physical and software components. To help developers analyse their systems we... https://hackenberg.tech/_astro/csv.0KCaKVcR_Zhsy1G.webp First Results on Smart Grid Simulation as YouTube Video - Csv illustration Csv illustration from First Results on Smart Grid Simulation as YouTube Video https://hackenberg.tech/_astro/group.ZC1kejM7_Z1sfdl6.webp Group Group photo https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/content.DVBevHQV_ZLXbKA.webp Revised PHP/XML Blog Implementation - Content illustration Content illustration from Revised PHP/XML Blog Implementation https://hackenberg.tech/_astro/screenshot_one.DFOrkzhI_rc5uL.webp Blog Cover Interface - Screenshot one illustration Screenshot one illustration from Blog Cover Interface https://hackenberg.tech/_astro/screenshot.C4DeK1Lq_1uvngY.webp Animated Article Tiles - Screenshot illustration Screenshot illustration from Animated Article Tiles https://hackenberg.tech/_astro/bubble.Bw6nWFEC_2skB8Y.webp Blog Calendar Interface - Bubble illustration Bubble illustration from Blog Calendar Interface https://hackenberg.tech/_astro/bubble.BNuH7A5E_Z1hftjh.webp Blog Timeline Widget - Bubble illustration Bubble illustration from Blog Timeline Widget https://hackenberg.tech/_astro/version_1.CSuhT_cJ_Z21hYht.webp Interactive Animated Sitemap - Version 1 illustration Version 1 illustration from Interactive Animated Sitemap https://hackenberg.tech/_astro/custom.LwapSEGa_1ABcX4.webp Describing the Structure of Information - Custom illustration Custom illustration from Describing the Structure of Information https://hackenberg.tech/_astro/first.D2zB-ATq_1MmRMY.webp The Information Visualization Problem - First illustration First illustration from The Information Visualization Problem https://hackenberg.tech/_astro/crawler.CnM-hYAv_ZggYUY.webp Visualizing Software Systems - Crawler illustration Crawler illustration from Visualizing Software Systems https://hackenberg.tech/_astro/bounce_four.D2iTuqiW_Z1HxzzU.webp JavaScript Physics Simulation - Bounce four illustration Bounce four illustration from JavaScript Physics Simulation https://hackenberg.tech/_astro/screenshot.DmmjbrCp_q99gS.webp Titelgrafik: Linear vs. Cubic Interpolation After talking with some non-computer scientists about my previous visualization of cubic interpolation I found out that the concept is difficult to understand i... https://hackenberg.tech/_astro/files.wK0f_6-P_Z24ev8e.webp Managing/Publishing Your Resume with PHP and XML - Files illustration Files illustration from Managing/Publishing Your Resume with PHP and XML https://hackenberg.tech/_astro/screenshot._KQs4C1b_2djm2o.webp Cover illustration: 3D Cubic Interpolation Video Cubic interpolation is a popular technique in many branches of computer science. For example, it is used when having a time series of numbers and estimating the... https://hackenberg.tech/_astro/default.5VxnUalB_Z1qvvll.webp Master Thesis Screenshots! - Default illustration Default illustration from Master Thesis Screenshots! https://hackenberg.tech/_astro/interface.D0DQKJyY_Z1Bi6H2.webp Algorithm Debugging using OpenGL - Interface illustration Interface illustration from Algorithm Debugging using OpenGL. https://hackenberg.tech/_astro/svg.BPW4Anme_4hdg9.webp JavaScript Graph Layout using SVG - Svg illustration Svg graph layout illustration from JavaScript Graph Layout using SVG. https://hackenberg.tech/_astro/screenshot.BxMpnwUK_Z1IOTpD.webp Augmented Reality Framework Screenshot - Screenshot illustration Screenshot illustration from Augmented Reality Framework Screenshot. https://hackenberg.tech/_astro/firefox.BPktvIgA_4TyqC.webp JavaScript 3D Engine Screenshots - Firefox illustration Firefox illustration from JavaScript 3D Engine Screenshots. https://hackenberg.tech/_astro/plan.jB--0YWn_ZNTFmh.webp Strukturierter Lernplan für das Prüfungsmanagement Over my past years of study, I developed a system for organizing my learning. It helps me staying focused and having an overview over my progress. In this artic... https://hackenberg.tech/_astro/screenshot.Bcx59tGk_Z1OEyuw.webp Cover illustration: German Resume. For those, who are interested in my career, here is my current resume. Unfortunatelly, for now I only have a German version. The updated English version will fo... https://hackenberg.tech/_astro/uml_diagram.BX4skU1S_Ga3h9.webp UML-Klassendiagramm aus Java-Laufzeitaufrufen (SoftRay) Generiertes UML-Klassendiagramm mit Aufrufabhängigkeiten aus laufenden Java-Programmen mittels SoftRay. https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/3d-force.RSrFVnSH_ZzeGEk.webp 3D Network Graph in Spatial Space Three-dimensional visualization of the interconnected content network featuring spherical nodes and glowing link particles on a dark background https://hackenberg.tech/_astro/cytoscape.D4GAM8cO_Jeej3.webp Cytoscape Force-Directed Network Planar 2D network diagram displaying centered data hubs and colored interconnects on a dark slate background https://hackenberg.tech/_astro/d3.D3JP907J_1apqut.webp D3 Physics-Based Force Graph Physics-driven network diagram featuring centrifugally organized topic clusters and fine link lines on a dark background https://hackenberg.tech/_astro/sigma.Cob5bQlz_Z1Ag5nv.webp Sigma ForceAtlas2 Graph Layout Large-scale network graph layout with organically distributed content clusters and delicate edges rendered on a dark background https://hackenberg.tech/_astro/vis-network.D-C80RTM_ZNAB6x.webp Vis.js Interactive Particle Network Two-dimensional node network with dynamic data clusters and fine interconnecting edges rendered on a dark background https://hackenberg.tech/tags/depth-anything/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/tags/design-systems/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/tags/devops/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/_astro/preview.DjD3Wohh_2iibu4.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/tags/diffusion-models/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/tags/digital-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/tags/drawing/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/cpp-interpolate.DTAkdXN6_ZyIiFc.webp Software logo sketches with graphics tablet/pen - Cpp interpolate illustration Cpp interpolate illustration from Software logo sketches with graphics tablet/pen. https://hackenberg.tech/_astro/youtube_research.DxgMxa3V_1JGQ3I.webp Promotional Smart Grid Videos - Youtube research illustration Youtube research illustration from Promotional Smart Grid Videos https://hackenberg.tech/_astro/whiteboard.BimarnBU_ZNKj6Y.webp A Mental Picture of Science - Whiteboard illustration Whiteboard illustration from A Mental Picture of Science. https://hackenberg.tech/_astro/bus.BP31f73B_1lF2az.webp View onto the Energy System - Bus illustration Bus illustration from View onto the Energy System https://hackenberg.tech/_astro/freedom.BT_u1j3Y_2bY8C1.webp Artistic Exercises - Freedom illustration Freedom illustration from Artistic Exercises https://hackenberg.tech/_astro/custom.LwapSEGa_1ABcX4.webp Describing the Structure of Information - Custom illustration Custom illustration from Describing the Structure of Information https://hackenberg.tech/_astro/screenshot.D8jccAFf_BWGUs.webp Cover illustration: From Layout to Animation In a previous article The Evolution of a Functional Prototype I demonstrated how to transform sketches into prototypes backed by database content and applicatio... https://hackenberg.tech/_astro/data.CRdDvGC6_Z2tR30M.webp The Evolution of a Functional Prototype - Data illustration Data illustration from The Evolution of a Functional Prototype https://hackenberg.tech/_astro/first.D2zB-ATq_1MmRMY.webp The Information Visualization Problem - First illustration First illustration from The Information Visualization Problem https://hackenberg.tech/_astro/screenshot.C0e0hnL__6Du78.webp sketch to prototype/screenshot illustration from Comparing Interface Design Options - ../2011 06 06 ../2011 06 06 from sketch to prototype/screenshot illustration from Comparing Interface Design Options https://hackenberg.tech/_astro/crawler.CnM-hYAv_ZggYUY.webp Visualizing Software Systems - Crawler illustration Crawler illustration from Visualizing Software Systems https://hackenberg.tech/_astro/backgrounds.DFRO4ICX_1nKOPE.webp From Sketch to Prototype - Backgrounds illustration Backgrounds illustration from From Sketch to Prototype https://hackenberg.tech/_astro/draft.Db758Uag_Z23HD9U.webp Stick Figure Drawing Exercise - Draft illustration Draft illustration from Stick Figure Drawing Exercise https://hackenberg.tech/_astro/book.D0bVYkgP_Z2iv9cw.webp Pen Sketches with MyPaint - Book illustration Book illustration from Pen Sketches with MyPaint https://hackenberg.tech/_astro/pencil_drawing.DyvSqp-3_18vJrr.webp 3D Multi-Touch Product Vision - Pencil drawing illustration Pencil drawing illustration from 3D Multi-Touch Product Vision https://hackenberg.tech/_astro/eduride.BtxU5K3H_2mdjP3.webp Diverse Logo Ideas - Eduride illustration Eduride illustration from Diverse Logo Ideas. https://hackenberg.tech/_astro/choice.CNhyFo_x_Zwppeu.webp eLearning Course Project Sketches - Choice illustration Choice illustration from eLearning Course Project Sketches. https://hackenberg.tech/tags/dynamic-programming/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/model.C9DTWqHr_ZHAHfP.webp Integrated transportation and power systems modeling - Model illustration Model illustration from Integrated transportation and power systems modeling https://hackenberg.tech/_astro/graph.CoPkeY7p_Z1QWuW6.webp Teaser: Smart Traffic Control - Graph illustration Graph illustration from Teaser: Smart Traffic Control https://hackenberg.tech/_astro/rendering.DzkRntZI_ZyvA4s.webp 3D Trace Visualization - Rendering illustration Rendering illustration from 3D Trace Visualization https://hackenberg.tech/_astro/balance-20.CLfZ5ElN_AdDlN.webp Guided Behavior Space Exploration - Balance 20 illustration Balance 20 illustration from Guided Behavior Space Exploration https://hackenberg.tech/_astro/model.BZMjh9ku_3kzOR.webp Machine Learning: Model and Trace - Model illustration Model illustration from Machine Learning: Model and Trace https://hackenberg.tech/_astro/screenshot.Chpl3PTb_QB5km.webp Collective Learning - A New Approach - Screenshot illustration Screenshot illustration from Collective Learning - A New Approach https://hackenberg.tech/_astro/level.C1E-wuZM_Z2iOU6z.webp Getting Closer to Actual Balance - Level illustration Level illustration from Getting Closer to Actual Balance https://hackenberg.tech/_astro/screenshot.E6dTrbUE_2nlSqX.webp Cover illustration: Meet EnergyCity - A Virtual Testbed for Smartness To smooth the way for smart energy systems we have been working on a virtual testbed for deploying and testing control strategies: EnergyCity. This article show... https://hackenberg.tech/_astro/diagram.n6euhJf6_h3XFs.webp Using Energy Storage - Diagram illustration Diagram illustration from Using Energy Storage https://hackenberg.tech/_astro/balance.CjKLhq-S_ZBFmdm.webp Optimizing Powerhouse Control - Balance illustration Balance illustration from Optimizing Powerhouse Control https://hackenberg.tech/_astro/graph.DwfIkyyz_jImDl.webp Sample System Model Graph Output Graph illustration from Sample System Model (Graph Output) https://hackenberg.tech/_astro/diagram.zRJuuCAF_ocSAc.webp True Emergent Refrigerator Behavior - Diagram illustration Diagram illustration from True Emergent Refrigerator Behavior https://hackenberg.tech/_astro/screenshot.D0X3U29K_Z1bJ2Nt.webp Titelgrafik: Visualization Studio for Systems Engineers Seeing is understanding. This is especially true when engineering the structure and behavior of complex systems. Understanding whatever models you built is the ... https://hackenberg.tech/_astro/screenshot.C8AEe8hN_hR3Ty.webp Cover illustration: How to Scale Refrigerator Powering Strategies When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c... https://hackenberg.tech/_astro/diagram.hwGv03hK_Z2tG0iE.webp Using Solar Energy to Power Refrigerators - Diagram illustration Diagram illustration from Using Solar Energy to Power Refrigerators https://hackenberg.tech/_astro/screenshot.C2RRuWMr_rmv4m.webp Smart Grid Research Initiative - Screenshot illustration Screenshot illustration from Smart Grid Research Initiative https://hackenberg.tech/_astro/screenshot.DbHtXmtY_2dV0vC.webp Cover illustration: Visualizing our Smart Grid Simulation At ICSE I presented our initial model for simulating the smart grid including both physical and software components. To help developers analyse their systems we... https://hackenberg.tech/_astro/screenshot.B_aR_nKY_Z1a3zSF.webp Second report on smart grid simualtion - Screenshot illustration Screenshot illustration from Second report on smart grid simualtion. https://hackenberg.tech/_astro/website.DOjj0XkC_cnQ6V.webp Smart grid seminar started today! - Website illustration Website illustration from Smart grid seminar started today! https://hackenberg.tech/_astro/csv.0KCaKVcR_Zhsy1G.webp First Results on Smart Grid Simulation as YouTube Video - Csv illustration Csv illustration from First Results on Smart Grid Simulation as YouTube Video https://hackenberg.tech/_astro/group.ZC1kejM7_Z1sfdl6.webp Group Group photo https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/publications/2012_10_xm/trace.png Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering Academic publication icon for Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering (1 October 2014) https://hackenberg.tech/tags/education/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.Oq8lByRS_VVdb1.webp Titelgrafik: Vision Campus Almtal 2035: Vom Erholungstourismus zum dezentralen Innovationsraum Ein strategisches Zukunftskonzept für das Almtal: Wie aus der Krise des klassischen Erholungstourismus ein dezentrales Bildungs- und Hochtechnologie-Ökosystem entstehen kann – die FH OÖ School of Natural Sciences & Applications. https://hackenberg.tech/_astro/choice.CNhyFo_x_Zwppeu.webp eLearning Course Project Sketches - Choice illustration Choice illustration from eLearning Course Project Sketches. https://hackenberg.tech/_astro/plan.jB--0YWn_ZNTFmh.webp Strukturierter Lernplan für das Prüfungsmanagement Over my past years of study, I developed a system for organizing my learning. It helps me staying focused and having an overview over my progress. In this artic... https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/tags/energy-systems/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/model.C9DTWqHr_ZHAHfP.webp Integrated transportation and power systems modeling - Model illustration Model illustration from Integrated transportation and power systems modeling https://hackenberg.tech/_astro/full.Dof9kDSe_Z2j5Y6K.webp Reviewing the last year of smart grid research - Full illustration Full illustration from Reviewing the last year of smart grid research https://hackenberg.tech/_astro/screenshot_android.C_KEm2Ft_KeQBn.webp Model Visualization for Windows and Android - Screenshot android illustration Screenshot android illustration from Model Visualization for Windows and Android https://hackenberg.tech/_astro/balance-20.CLfZ5ElN_AdDlN.webp Guided Behavior Space Exploration - Balance 20 illustration Balance 20 illustration from Guided Behavior Space Exploration https://hackenberg.tech/_astro/model.BZMjh9ku_3kzOR.webp Machine Learning: Model and Trace - Model illustration Model illustration from Machine Learning: Model and Trace https://hackenberg.tech/_astro/screenshot.Chpl3PTb_QB5km.webp Collective Learning - A New Approach - Screenshot illustration Screenshot illustration from Collective Learning - A New Approach https://hackenberg.tech/_astro/level.C1E-wuZM_Z2iOU6z.webp Getting Closer to Actual Balance - Level illustration Level illustration from Getting Closer to Actual Balance https://hackenberg.tech/_astro/screenshot.E6dTrbUE_2nlSqX.webp Cover illustration: Meet EnergyCity - A Virtual Testbed for Smartness To smooth the way for smart energy systems we have been working on a virtual testbed for deploying and testing control strategies: EnergyCity. This article show... https://hackenberg.tech/_astro/diagram.n6euhJf6_h3XFs.webp Using Energy Storage - Diagram illustration Diagram illustration from Using Energy Storage https://hackenberg.tech/_astro/balance.CjKLhq-S_ZBFmdm.webp Optimizing Powerhouse Control - Balance illustration Balance illustration from Optimizing Powerhouse Control https://hackenberg.tech/_astro/graph.DwfIkyyz_jImDl.webp Sample System Model Graph Output Graph illustration from Sample System Model (Graph Output) https://hackenberg.tech/_astro/diagram.zRJuuCAF_ocSAc.webp True Emergent Refrigerator Behavior - Diagram illustration Diagram illustration from True Emergent Refrigerator Behavior https://hackenberg.tech/_astro/screenshot.D0X3U29K_Z1bJ2Nt.webp Titelgrafik: Visualization Studio for Systems Engineers Seeing is understanding. This is especially true when engineering the structure and behavior of complex systems. Understanding whatever models you built is the ... https://hackenberg.tech/_astro/screenshot.C8AEe8hN_hR3Ty.webp Cover illustration: How to Scale Refrigerator Powering Strategies When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c... https://hackenberg.tech/_astro/diagram.hwGv03hK_Z2tG0iE.webp Using Solar Energy to Power Refrigerators - Diagram illustration Diagram illustration from Using Solar Energy to Power Refrigerators https://hackenberg.tech/_astro/poster.CzacoKow_Z2ckely.webp Follow-Up on Denis' MSE Article - Poster illustration Poster illustration from Follow-Up on Denis' MSE Article https://hackenberg.tech/_astro/screenshot.C2RRuWMr_rmv4m.webp Smart Grid Research Initiative - Screenshot illustration Screenshot illustration from Smart Grid Research Initiative https://hackenberg.tech/_astro/screenshot.DbHtXmtY_2dV0vC.webp Cover illustration: Visualizing our Smart Grid Simulation At ICSE I presented our initial model for simulating the smart grid including both physical and software components. To help developers analyse their systems we... https://hackenberg.tech/_astro/title.DIifU9qQ_12nH0k.webp Cover illustration: My SE4SG Presentation I just uploaded my presentation slides for the SE4SG workshop to slideshare to give you the opportunity to review my talk. I hope everybody enjoyed the presenta... https://hackenberg.tech/_astro/photo.BY0PUPtR_1a8AP0.webp SE4SG Workshop Report - Photo illustration Photo illustration from SE4SG Workshop Report https://hackenberg.tech/_astro/screenshot.WA3uhYTh_ZDbUD3.webp Leaving to ICSE tomorrow! - Screenshot illustration Screenshot illustration from Leaving to ICSE tomorrow! https://hackenberg.tech/_astro/screenshot.B_aR_nKY_Z1a3zSF.webp Second report on smart grid simualtion - Screenshot illustration Screenshot illustration from Second report on smart grid simualtion. https://hackenberg.tech/_astro/website.DOjj0XkC_cnQ6V.webp Smart grid seminar started today! - Website illustration Website illustration from Smart grid seminar started today! https://hackenberg.tech/_astro/se4sg.DdCNnsp1_22F26u.webp Paper accepted for ICSE'2012 workshop on SE4SG! - Se4sg illustration Se4sg illustration from Paper accepted for ICSE'2012 workshop on SE4SG! https://hackenberg.tech/_astro/csv.0KCaKVcR_Zhsy1G.webp First Results on Smart Grid Simulation as YouTube Video - Csv illustration Csv illustration from First Results on Smart Grid Simulation as YouTube Video https://hackenberg.tech/_astro/youtube_research.DxgMxa3V_1JGQ3I.webp Promotional Smart Grid Videos - Youtube research illustration Youtube research illustration from Promotional Smart Grid Videos https://hackenberg.tech/_astro/bus.BP31f73B_1lF2az.webp View onto the Energy System - Bus illustration Bus illustration from View onto the Energy System https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/default-icon.png Towards a bottom-up development of reference architectures for smart energy systems Academic publication icon for Towards a bottom-up development of reference architectures for smart energy systems (18 May 2013) https://hackenberg.tech/publications/2012_10_xm/trace.png Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering Academic publication icon for Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering (1 October 2014) https://hackenberg.tech/publications/2012_05_se4sg/electric_model.png Applying formal software engineering techniques to smart grids Academic publication icon for Applying formal software engineering techniques to smart grids (3 June 2012) https://hackenberg.tech/tags/enterprise-ai/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/ergonomics/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/tags/factory-layout/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/preview.Byifrb8R_ZQv1zm.webp Dr. Georg Hackenberg im Digital Factory Smart Lab Dr. Georg Hackenberg im industriellen Smart Factory Labor mit holografischen Anzeigen für JaamSim-Ablaufsimulationen und Produktionsanalysen https://hackenberg.tech/tags/gemini/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.PJ7SkLIy_BdB7J.webp Cover illustration: Relaunching my personal website on GitHub Pages with Astro and TypeScript Discover how I relaunched my personal website on GitHub Pages using Astro, TypeScript, and Google Antigravity to automate legacy PHP content migration. https://hackenberg.tech/tags/generative-ai/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/tags/geo/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/tags/gesture-recognition/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/interface_list.8KzVhJ4p_28LKHY.webp 3D Motion Capture Documents from my PhD Studies at EPFL - Interface list illustration Interface list illustration from 3D Motion Capture Documents from my PhD Studies at EPFL. https://hackenberg.tech/_astro/data_model.CyuZh2Lr_3qqJH.webp Cover illustration: 3D Multi-Touch Master Thesis Due to the overwhelming response from the research community over the past 2 years I decided to put online my Master Thesis written at Fraunhofer FIT. I hope my... https://hackenberg.tech/_astro/fraunhofer.FPZZOGuD_LBVRw.webp Official 3D Multi-Touch Websites - Fraunhofer illustration Fraunhofer illustration from Official 3D Multi-Touch Websites https://hackenberg.tech/_astro/candidates.pGl5Pu6F_Z1c1YeV.webp Cover illustration: 3D Multi-Touch with Computer Vision Some time ago I was working on free hand 3D gesture interfaces similar to Microsoft Kinect. What this work essentially means is collecting digital camera images... https://hackenberg.tech/_astro/hugo_geiger.C9ySuskf_yUREW.webp Fraunhofer Prize Award 2011 - Hugo geiger illustration Hugo geiger illustration from Fraunhofer Prize Award 2011 https://hackenberg.tech/_astro/screenshot.CPHZvVqk_X3u9O.webp Cover illustration: Research Group Seminar Winter 2011 Beginning of this week the research group I currently work at was going onto a two day seminar trip onto the country side south of Munich. Since we are a very l... https://hackenberg.tech/_astro/esplanade.c48x5RH0_Z1FvI15.webp IEEE VR 2011 in Singapore - Esplanade illustration Esplanade illustration from IEEE VR 2011 in Singapore https://hackenberg.tech/_astro/pencil_drawing.DyvSqp-3_18vJrr.webp 3D Multi-Touch Product Vision - Pencil drawing illustration Pencil drawing illustration from 3D Multi-Touch Product Vision https://hackenberg.tech/_astro/screenshot.bcwk4f2e_saa4l.webp Cover illustration: Master Thesis Video. After finally completing my Master Thesis project at Fraunhofer FIT me and some friends took some time to prepare a demonstration video. The video is now availa... https://hackenberg.tech/publications/2011_03_ieeevr/image.png Lightweight palm and finger tracking for real-time 3D gesture control Academic publication icon for Lightweight palm and finger tracking for real-time 3D gesture control (19-23 March 2011) https://hackenberg.tech/tags/github-pages/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.PJ7SkLIy_BdB7J.webp Cover illustration: Relaunching my personal website on GitHub Pages with Astro and TypeScript Discover how I relaunched my personal website on GitHub Pages using Astro, TypeScript, and Google Antigravity to automate legacy PHP content migration. https://hackenberg.tech/tags/gpgpu/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/tags/graph-database/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/_astro/sigma.Cob5bQlz_Z1Ag5nv.webp Sigma ForceAtlas2 Graph Layout Large-scale network graph layout with organically distributed content clusters and delicate edges rendered on a dark background https://hackenberg.tech/tags/hardware/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/tags/hermes-agent/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/human-computer-interaction/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/_astro/screenshot.C0e0hnL__6Du78.webp sketch to prototype/screenshot illustration from Comparing Interface Design Options - ../2011 06 06 ../2011 06 06 from sketch to prototype/screenshot illustration from Comparing Interface Design Options https://hackenberg.tech/_astro/screenshot.Do2gv_0O_1G4GB0.webp Cover illustration: Improved Website Usability! After being online with the original layout and navigation concept for almost two years it was time for some central improvements. Among others the RSS feeds ha... https://hackenberg.tech/tags/humane-tech/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/tags/hydrology/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/tags/hyperkit-software/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/intro.BC_5YpH9_Z6wj3J.webp Titelgrafik: A new zumida video is out on YouTube! Now, that zumida has emerged into a mature platform, it is time to present the first public video. See zumida in action, from registration to content creation a... https://hackenberg.tech/_astro/screenshot_enter.BYWukk_I_Z29zfW9.webp Explaining the new zumida dashboard - Screenshot enter illustration Screenshot enter illustration from Explaining the new zumida dashboard https://hackenberg.tech/_astro/screenshot_edit.DEHEcjfS_Z1NWQGj.webp The new zumida user interface revealed! - Screenshot edit illustration Screenshot edit illustration from The new zumida user interface revealed! https://hackenberg.tech/_astro/screenshot.gtWOUMw-_Z11lzEb.webp A tool for analyzing data from welding experiments - Screenshot illustration Screenshot illustration from A tool for analyzing data from welding experiments https://hackenberg.tech/_astro/computer.CwvdiiY4_ZPNm3k.webp The Hyperkit Software graph library in action - Computer illustration Computer illustration from The Hyperkit Software graph library in action https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/screenshot.Bt2A1c3R_XY9Dy.webp Hyperkit Software™ goes online! - Screenshot illustration Screenshot illustration from Hyperkit Software™ goes online! https://hackenberg.tech/_astro/screenshot.CJnHB5RH_ZzlV6k.webp zumida goes online! - Screenshot illustration Screenshot illustration from zumida goes online! https://hackenberg.tech/_astro/editor.D4MCyKzk_Z2qtfgL.webp Managing Our Team Roadmap with MediaWiki - Editor illustration Editor illustration from Managing Our Team Roadmap with MediaWiki https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/version_1.CSuhT_cJ_Z21hYht.webp Interactive Animated Sitemap - Version 1 illustration Version 1 illustration from Interactive Animated Sitemap https://hackenberg.tech/_astro/dashboard.2cBSiFeg_2ueXCt.webp Personal Source Code Portal - Dashboard illustration Dashboard illustration from Personal Source Code Portal https://hackenberg.tech/_astro/bounce_four.D2iTuqiW_Z1HxzzU.webp JavaScript Physics Simulation - Bounce four illustration Bounce four illustration from JavaScript Physics Simulation https://hackenberg.tech/_astro/photo.BSlbmljn_ZYf3HX.webp Effective Task Management with Whiteboard and Stickers - Photo illustration Photo illustration from Effective Task Management with Whiteboard and Stickers https://hackenberg.tech/_astro/architecture.IFu1hbTj_Vx7KG.webp Ajax/PHP Distributed Event Bus - Architecture illustration Architecture illustration from Ajax/PHP Distributed Event Bus. https://hackenberg.tech/_astro/sample.CQtE0aJW_Z164Q2a.webp XML Template Engine using PHP - Sample illustration Sample illustration from XML Template Engine using PHP. https://hackenberg.tech/_astro/svg.BPW4Anme_4hdg9.webp JavaScript Graph Layout using SVG - Svg illustration Svg graph layout illustration from JavaScript Graph Layout using SVG. https://hackenberg.tech/_astro/setup.zVvIfqaI_2jD23G.webp HyperKit - A lightweight CMS written in PHP - Setup illustration Setup illustration from HyperKit - A lightweight CMS written in PHP. https://hackenberg.tech/_astro/firefox.BPktvIgA_4TyqC.webp JavaScript 3D Engine Screenshots - Firefox illustration Firefox illustration from JavaScript 3D Engine Screenshots. https://hackenberg.tech/_astro/system.Cjf24J87_ZSa22O.webp Business Documents using XSL-FO - System illustration System architecture illustration from Business Documents using XSL-FO. https://hackenberg.tech/_astro/plan.jB--0YWn_ZNTFmh.webp Strukturierter Lernplan für das Prüfungsmanagement Over my past years of study, I developed a system for organizing my learning. It helps me staying focused and having an overview over my progress. In this artic... https://hackenberg.tech/tags/industrial-informatics/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/_astro/preview.Byifrb8R_ZQv1zm.webp Dr. Georg Hackenberg im Digital Factory Smart Lab Dr. Georg Hackenberg im industriellen Smart Factory Labor mit holografischen Anzeigen für JaamSim-Ablaufsimulationen und Produktionsanalysen https://hackenberg.tech/_astro/preview.CHqMTFah_2nJXfL.webp Dr. Georg Hackenberg im IoT-Hardware-Labor Dr. Georg Hackenberg demonstriert C#-Firmware, Live-MQTT-Telemetriedaten und ThingsBoard-Dashboards im Elektronik- und Sensoriklabor https://hackenberg.tech/tags/innovation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.Oq8lByRS_VVdb1.webp Titelgrafik: Vision Campus Almtal 2035: Vom Erholungstourismus zum dezentralen Innovationsraum Ein strategisches Zukunftskonzept für das Almtal: Wie aus der Krise des klassischen Erholungstourismus ein dezentrales Bildungs- und Hochtechnologie-Ökosystem entstehen kann – die FH OÖ School of Natural Sciences & Applications. https://hackenberg.tech/tags/intelligence-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/iot/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/_astro/preview.CHqMTFah_2nJXfL.webp Dr. Georg Hackenberg im IoT-Hardware-Labor Dr. Georg Hackenberg demonstriert C#-Firmware, Live-MQTT-Telemetriedaten und ThingsBoard-Dashboards im Elektronik- und Sensoriklabor https://hackenberg.tech/tags/irrigation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/tags/java/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.CIF21QPV_Z23NFOK.webp Dr. Georg Hackenberg im Java-Hörsaal Dr. Georg Hackenberg erläutert objektorientierte Vererbungshierarchien und das Java Collection Framework vor Studierenden im Computer-Labor https://hackenberg.tech/tags/javascript/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/computer.CwvdiiY4_ZPNm3k.webp The Hyperkit Software graph library in action - Computer illustration Computer illustration from The Hyperkit Software graph library in action https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/bounce_four.D2iTuqiW_Z1HxzzU.webp JavaScript Physics Simulation - Bounce four illustration Bounce four illustration from JavaScript Physics Simulation https://hackenberg.tech/_astro/architecture.IFu1hbTj_Vx7KG.webp Ajax/PHP Distributed Event Bus - Architecture illustration Architecture illustration from Ajax/PHP Distributed Event Bus. https://hackenberg.tech/_astro/svg.BPW4Anme_4hdg9.webp JavaScript Graph Layout using SVG - Svg illustration Svg graph layout illustration from JavaScript Graph Layout using SVG. https://hackenberg.tech/_astro/firefox.BPktvIgA_4TyqC.webp JavaScript 3D Engine Screenshots - Firefox illustration Firefox illustration from JavaScript 3D Engine Screenshots. https://hackenberg.tech/_astro/cytoscape.D4GAM8cO_Jeej3.webp Cytoscape Force-Directed Network Planar 2D network diagram displaying centered data hubs and colored interconnects on a dark slate background https://hackenberg.tech/_astro/d3.D3JP907J_1apqut.webp D3 Physics-Based Force Graph Physics-driven network diagram featuring centrifugally organized topic clusters and fine link lines on a dark background https://hackenberg.tech/_astro/sigma.Cob5bQlz_Z1Ag5nv.webp Sigma ForceAtlas2 Graph Layout Large-scale network graph layout with organically distributed content clusters and delicate edges rendered on a dark background https://hackenberg.tech/_astro/vis-network.D-C80RTM_ZNAB6x.webp Vis.js Interactive Particle Network Two-dimensional node network with dynamic data clusters and fine interconnecting edges rendered on a dark background https://hackenberg.tech/tags/keycloak/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/tags/knowledge-graphs/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/_astro/computer.CwvdiiY4_ZPNm3k.webp The Hyperkit Software graph library in action - Computer illustration Computer illustration from The Hyperkit Software graph library in action https://hackenberg.tech/_astro/full.Dof9kDSe_Z2j5Y6K.webp Reviewing the last year of smart grid research - Full illustration Full illustration from Reviewing the last year of smart grid research https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/svg.BPW4Anme_4hdg9.webp JavaScript Graph Layout using SVG - Svg illustration Svg graph layout illustration from JavaScript Graph Layout using SVG. https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/tags/knowledge-management/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/intro.BC_5YpH9_Z6wj3J.webp Titelgrafik: A new zumida video is out on YouTube! Now, that zumida has emerged into a mature platform, it is time to present the first public video. See zumida in action, from registration to content creation a... https://hackenberg.tech/_astro/screenshot_enter.BYWukk_I_Z29zfW9.webp Explaining the new zumida dashboard - Screenshot enter illustration Screenshot enter illustration from Explaining the new zumida dashboard https://hackenberg.tech/_astro/screenshot_edit.DEHEcjfS_Z1NWQGj.webp The new zumida user interface revealed! - Screenshot edit illustration Screenshot edit illustration from The new zumida user interface revealed! https://hackenberg.tech/_astro/screenshot.Bt2A1c3R_XY9Dy.webp Hyperkit Software™ goes online! - Screenshot illustration Screenshot illustration from Hyperkit Software™ goes online! https://hackenberg.tech/_astro/screenshot.CJnHB5RH_ZzlV6k.webp zumida goes online! - Screenshot illustration Screenshot illustration from zumida goes online! https://hackenberg.tech/_astro/editor.D4MCyKzk_Z2qtfgL.webp Managing Our Team Roadmap with MediaWiki - Editor illustration Editor illustration from Managing Our Team Roadmap with MediaWiki https://hackenberg.tech/_astro/version_1.CSuhT_cJ_Z21hYht.webp Interactive Animated Sitemap - Version 1 illustration Version 1 illustration from Interactive Animated Sitemap https://hackenberg.tech/_astro/custom.LwapSEGa_1ABcX4.webp Describing the Structure of Information - Custom illustration Custom illustration from Describing the Structure of Information https://hackenberg.tech/default-icon.png An Adaptable XML Based Approach for Scientific Data Management and Integration Academic publication icon for An Adaptable XML Based Approach for Scientific Data Management and Integration (16-21 February 2008) https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/tags/langgraph/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/tags/litellm/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/tags/local-ai/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/local-first/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/tags/localstorage/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/icon.C51CeDZU_Z1rjYEj.webp Cover illustration: Designing a Flicker-Free Client-Side Unread Content System in Astro How we implemented a client-side localStorage notification system for unread content, using cached Astro static content manifests and synchronous scripting to eliminate visual flickering. https://hackenberg.tech/tags/machine-learning/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/model.BZMjh9ku_3kzOR.webp Machine Learning: Model and Trace - Model illustration Model illustration from Machine Learning: Model and Trace https://hackenberg.tech/_astro/screenshot.Chpl3PTb_QB5km.webp Collective Learning - A New Approach - Screenshot illustration Screenshot illustration from Collective Learning - A New Approach https://hackenberg.tech/_astro/group.ZC1kejM7_Z1sfdl6.webp Group Group photo https://hackenberg.tech/tags/manufacturing-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/screenshot.gtWOUMw-_Z11lzEb.webp A tool for analyzing data from welding experiments - Screenshot illustration Screenshot illustration from A tool for analyzing data from welding experiments https://hackenberg.tech/_astro/screenshot.7TQx305h_Z25hvL8.webp Cover illustration: A complete MaCon project in 4:30 minutes The MaCon approach covers a wide range of engineering tasks for manufacturing systems, from requirements analysis, to system design, to component and system tes... https://hackenberg.tech/_astro/screenshot.BtGNHVkC_10YLXI.webp Cover illustration: MaCon YouTube Video In the last days, I prepared a YouTube video demonstrating MaCon: A tool for consistent cross-discipline conception of manufacturing systems. The video explains... https://hackenberg.tech/_astro/pick_and_place_unit.BkW5tBJh_Z1EVJzV.webp Manufacturing systems case study completed! - Pick and place unit illustration Pick and place unit illustration from Manufacturing systems case study completed! https://hackenberg.tech/_astro/screenshot.Cbz4Mo8__ZyvEz3.webp First mechatronics engineering workbench screenshots! - Screenshot illustration Screenshot illustration from First mechatronics engineering workbench screenshots! https://hackenberg.tech/tags/manufacturing-systems/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/screenshot.gtWOUMw-_Z11lzEb.webp A tool for analyzing data from welding experiments - Screenshot illustration Screenshot illustration from A tool for analyzing data from welding experiments https://hackenberg.tech/_astro/screenshot.7TQx305h_Z25hvL8.webp Cover illustration: A complete MaCon project in 4:30 minutes The MaCon approach covers a wide range of engineering tasks for manufacturing systems, from requirements analysis, to system design, to component and system tes... https://hackenberg.tech/_astro/screenshot.BtGNHVkC_10YLXI.webp Cover illustration: MaCon YouTube Video In the last days, I prepared a YouTube video demonstrating MaCon: A tool for consistent cross-discipline conception of manufacturing systems. The video explains... https://hackenberg.tech/_astro/pick_and_place_unit.BkW5tBJh_Z1EVJzV.webp Manufacturing systems case study completed! - Pick and place unit illustration Pick and place unit illustration from Manufacturing systems case study completed! https://hackenberg.tech/publications/2016_06_mim/element_transition.png MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems Academic publication icon for MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems (28-30 June 2016) https://hackenberg.tech/publications/2016_02_ijmmm/examples.png From Conception to Refinement in Mechatronic Systems Engineering Academic publication icon for From Conception to Refinement in Mechatronic Systems Engineering (February 2016) https://hackenberg.tech/publications/2015_12_dese/meta_model_analysis.jpg Integrated Requirements and Systems Modeling in the Mechatronic Development Process Academic publication icon for Integrated Requirements and Systems Modeling in the Mechatronic Development Process (13-14 December 2015) https://hackenberg.tech/publications/2015_09_tdse/Operator_Panel.png Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen Academic publication icon for Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen (30 September 2015) https://hackenberg.tech/publications/2015_05_incom/pre_selection.png Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems Academic publication icon for Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems (11-13 May 2015) https://hackenberg.tech/publications/2014_11_at/interfaces_overview.png Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance Academic publication icon for Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance (November 2014) https://hackenberg.tech/publications/2014_09_sam/approach.png Formal Technical Process Specification and Verification for Automated Production Systems Academic publication icon for Formal Technical Process Specification and Verification for Automated Production Systems (29-30 September 2014) https://hackenberg.tech/publications/2014_07_02_sysint/geometry.png A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering Academic publication icon for A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering (2-4 July 2014) https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/preview.CZYOUeHr_1xTb9H.webp Dr. Georg Hackenberg im Simulationsseminar Dr. Georg Hackenberg demonstriert kontinuierliche Zustandsraumtrajektorien, Monte-Carlo-Histogramme und Stromnetzmodelle auf einem holografischen Zylinderdisplay https://hackenberg.tech/tags/mastra/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/tags/mcp/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/tags/mechatronic-systems/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/screenshot.7TQx305h_Z25hvL8.webp Cover illustration: A complete MaCon project in 4:30 minutes The MaCon approach covers a wide range of engineering tasks for manufacturing systems, from requirements analysis, to system design, to component and system tes... https://hackenberg.tech/_astro/screenshot.BtGNHVkC_10YLXI.webp Cover illustration: MaCon YouTube Video In the last days, I prepared a YouTube video demonstrating MaCon: A tool for consistent cross-discipline conception of manufacturing systems. The video explains... https://hackenberg.tech/_astro/screenshot.Cbz4Mo8__ZyvEz3.webp First mechatronics engineering workbench screenshots! - Screenshot illustration Screenshot illustration from First mechatronics engineering workbench screenshots! https://hackenberg.tech/publications/2016_06_mim/element_transition.png MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems Academic publication icon for MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems (28-30 June 2016) https://hackenberg.tech/publications/2016_02_ijmmm/examples.png From Conception to Refinement in Mechatronic Systems Engineering Academic publication icon for From Conception to Refinement in Mechatronic Systems Engineering (February 2016) https://hackenberg.tech/publications/2015_12_dese/meta_model_analysis.jpg Integrated Requirements and Systems Modeling in the Mechatronic Development Process Academic publication icon for Integrated Requirements and Systems Modeling in the Mechatronic Development Process (13-14 December 2015) https://hackenberg.tech/publications/2014_07_02_sysint/geometry.png A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering Academic publication icon for A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering (2-4 July 2014) https://hackenberg.tech/tags/mem0/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/tags/mind-mapping/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/tags/mindful-it/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/tags/motion-capture/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/interface_list.8KzVhJ4p_28LKHY.webp 3D Motion Capture Documents from my PhD Studies at EPFL - Interface list illustration Interface list illustration from 3D Motion Capture Documents from my PhD Studies at EPFL. https://hackenberg.tech/_astro/data_model.CyuZh2Lr_3qqJH.webp Cover illustration: 3D Multi-Touch Master Thesis Due to the overwhelming response from the research community over the past 2 years I decided to put online my Master Thesis written at Fraunhofer FIT. I hope my... https://hackenberg.tech/_astro/fraunhofer.FPZZOGuD_LBVRw.webp Official 3D Multi-Touch Websites - Fraunhofer illustration Fraunhofer illustration from Official 3D Multi-Touch Websites https://hackenberg.tech/_astro/candidates.pGl5Pu6F_Z1c1YeV.webp Cover illustration: 3D Multi-Touch with Computer Vision Some time ago I was working on free hand 3D gesture interfaces similar to Microsoft Kinect. What this work essentially means is collecting digital camera images... https://hackenberg.tech/_astro/hugo_geiger.C9ySuskf_yUREW.webp Fraunhofer Prize Award 2011 - Hugo geiger illustration Hugo geiger illustration from Fraunhofer Prize Award 2011 https://hackenberg.tech/_astro/screenshot.CPHZvVqk_X3u9O.webp Cover illustration: Research Group Seminar Winter 2011 Beginning of this week the research group I currently work at was going onto a two day seminar trip onto the country side south of Munich. Since we are a very l... https://hackenberg.tech/_astro/esplanade.c48x5RH0_Z1FvI15.webp IEEE VR 2011 in Singapore - Esplanade illustration Esplanade illustration from IEEE VR 2011 in Singapore https://hackenberg.tech/_astro/pencil_drawing.DyvSqp-3_18vJrr.webp 3D Multi-Touch Product Vision - Pencil drawing illustration Pencil drawing illustration from 3D Multi-Touch Product Vision https://hackenberg.tech/_astro/screenshot.bcwk4f2e_saa4l.webp Cover illustration: Master Thesis Video. After finally completing my Master Thesis project at Fraunhofer FIT me and some friends took some time to prepare a demonstration video. The video is now availa... https://hackenberg.tech/_astro/default.5VxnUalB_Z1qvvll.webp Master Thesis Screenshots! - Default illustration Default illustration from Master Thesis Screenshots! https://hackenberg.tech/publications/2011_03_ieeevr/image.png Lightweight palm and finger tracking for real-time 3D gesture control Academic publication icon for Lightweight palm and finger tracking for real-time 3D gesture control (19-23 March 2011) https://hackenberg.tech/tags/neo4j/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/tags/open-source/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/preview.DjD3Wohh_2iibu4.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/tags/open-webui/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/tags/optimization/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/diagram.n6euhJf6_h3XFs.webp Using Energy Storage - Diagram illustration Diagram illustration from Using Energy Storage https://hackenberg.tech/_astro/balance.CjKLhq-S_ZBFmdm.webp Optimizing Powerhouse Control - Balance illustration Balance illustration from Optimizing Powerhouse Control https://hackenberg.tech/_astro/screenshot.C8AEe8hN_hR3Ty.webp Cover illustration: How to Scale Refrigerator Powering Strategies When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c... https://hackenberg.tech/_astro/diagram.hwGv03hK_Z2tG0iE.webp Using Solar Energy to Power Refrigerators - Diagram illustration Diagram illustration from Using Solar Energy to Power Refrigerators https://hackenberg.tech/_astro/csv.0KCaKVcR_Zhsy1G.webp First Results on Smart Grid Simulation as YouTube Video - Csv illustration Csv illustration from First Results on Smart Grid Simulation as YouTube Video https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/tags/performance/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/tags/product-design/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/data.CRdDvGC6_Z2tR30M.webp The Evolution of a Functional Prototype - Data illustration Data illustration from The Evolution of a Functional Prototype https://hackenberg.tech/_astro/contact.B5f4IOhq_1cFmtl.webp Entrepreneurship Lab Screenshots - Contact illustration Contact illustration from Entrepreneurship Lab Screenshots. https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/tags/prompt-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/tags/psychology/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/tags/python/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/preview.N6PLHPCA_Z2fKAug.webp Dr. Georg Hackenberg im Python FEA Seminar Dr. Georg Hackenberg erläutert numerische Finite-Elemente-Berechnungen mit Python anhand dreidimensionaler Spannungsmodelle im Hörsaal https://hackenberg.tech/_astro/preview.De68v9hL_2eIsqR.webp Dr. Georg Hackenberg im Datenanalyse-Labor Dr. Georg Hackenberg präsentiert SQL-Abfragen, relationale Datenbankschemata und multidimensionale OLAP-Cubes im Computer-Hörsaal https://hackenberg.tech/_astro/preview.D4k5Hbup_Z1y7QzT.webp Python-Grundlagen im Hörsaal Dr. Georg Hackenberg erklärt modulare Python-Funktionen und automatisierte Konsolenausgaben an einem digitalen Großdisplay vor Studierenden https://hackenberg.tech/tags/rag/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/preview.CztxRq36_2cilvz.webp Präsentation: Intelligence Engineering Architektur Dr. Georg Hackenberg erläutert die Komponenten souveräner KI-Infrastrukturen mit Model Serving, Agenten-Orchestrierung und GraphRAG https://hackenberg.tech/tags/react/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/tags/regional-development/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.Oq8lByRS_VVdb1.webp Titelgrafik: Vision Campus Almtal 2035: Vom Erholungstourismus zum dezentralen Innovationsraum Ein strategisches Zukunftskonzept für das Almtal: Wie aus der Krise des klassischen Erholungstourismus ein dezentrales Bildungs- und Hochtechnologie-Ökosystem entstehen kann – die FH OÖ School of Natural Sciences & Applications. https://hackenberg.tech/tags/saas/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.qWbB_Z5f_1TBthK.webp Interaktive Wissensgraph-Steuerung Spezialistin navigiert gestenbasiert durch einen dreidimensionalen holografischen Wissensgraphen mit vernetzten Informationsknoten https://hackenberg.tech/tags/scheduling/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/tags/seo/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/tags/shaders/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/tags/simulation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/_astro/model.C9DTWqHr_ZHAHfP.webp Integrated transportation and power systems modeling - Model illustration Model illustration from Integrated transportation and power systems modeling https://hackenberg.tech/_astro/graph.CoPkeY7p_Z1QWuW6.webp Teaser: Smart Traffic Control - Graph illustration Graph illustration from Teaser: Smart Traffic Control https://hackenberg.tech/_astro/rendering.DzkRntZI_ZyvA4s.webp 3D Trace Visualization - Rendering illustration Rendering illustration from 3D Trace Visualization https://hackenberg.tech/_astro/screenshot_android.C_KEm2Ft_KeQBn.webp Model Visualization for Windows and Android - Screenshot android illustration Screenshot android illustration from Model Visualization for Windows and Android https://hackenberg.tech/_astro/balance-20.CLfZ5ElN_AdDlN.webp Guided Behavior Space Exploration - Balance 20 illustration Balance 20 illustration from Guided Behavior Space Exploration https://hackenberg.tech/_astro/level.C1E-wuZM_Z2iOU6z.webp Getting Closer to Actual Balance - Level illustration Level illustration from Getting Closer to Actual Balance https://hackenberg.tech/_astro/screenshot.E6dTrbUE_2nlSqX.webp Cover illustration: Meet EnergyCity - A Virtual Testbed for Smartness To smooth the way for smart energy systems we have been working on a virtual testbed for deploying and testing control strategies: EnergyCity. This article show... https://hackenberg.tech/_astro/diagram.n6euhJf6_h3XFs.webp Using Energy Storage - Diagram illustration Diagram illustration from Using Energy Storage https://hackenberg.tech/_astro/balance.CjKLhq-S_ZBFmdm.webp Optimizing Powerhouse Control - Balance illustration Balance illustration from Optimizing Powerhouse Control https://hackenberg.tech/_astro/graph.DwfIkyyz_jImDl.webp Sample System Model Graph Output Graph illustration from Sample System Model (Graph Output) https://hackenberg.tech/_astro/diagram.zRJuuCAF_ocSAc.webp True Emergent Refrigerator Behavior - Diagram illustration Diagram illustration from True Emergent Refrigerator Behavior https://hackenberg.tech/_astro/screenshot.C8AEe8hN_hR3Ty.webp Cover illustration: How to Scale Refrigerator Powering Strategies When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c... https://hackenberg.tech/_astro/diagram.hwGv03hK_Z2tG0iE.webp Using Solar Energy to Power Refrigerators - Diagram illustration Diagram illustration from Using Solar Energy to Power Refrigerators https://hackenberg.tech/_astro/screenshot.DbHtXmtY_2dV0vC.webp Cover illustration: Visualizing our Smart Grid Simulation At ICSE I presented our initial model for simulating the smart grid including both physical and software components. To help developers analyse their systems we... https://hackenberg.tech/_astro/screenshot.B_aR_nKY_Z1a3zSF.webp Second report on smart grid simualtion - Screenshot illustration Screenshot illustration from Second report on smart grid simualtion. https://hackenberg.tech/_astro/csv.0KCaKVcR_Zhsy1G.webp First Results on Smart Grid Simulation as YouTube Video - Csv illustration Csv illustration from First Results on Smart Grid Simulation as YouTube Video https://hackenberg.tech/_astro/bounce_four.D2iTuqiW_Z1HxzzU.webp JavaScript Physics Simulation - Bounce four illustration Bounce four illustration from JavaScript Physics Simulation https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2014_11_iccve/graph.png Early Estimation of Multi-Objective Traffic Flow Academic publication icon for Early Estimation of Multi-Objective Traffic Flow (11-14 November 2014) https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/publications/2012_10_xm/trace.png Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering Academic publication icon for Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering (1 October 2014) https://hackenberg.tech/publications/2012_05_se4sg/electric_model.png Applying formal software engineering techniques to smart grids Academic publication icon for Applying formal software engineering techniques to smart grids (3 June 2012) https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/preview.BP-i6v2q_Z1nfFAo.webp Fabriklayout- und Materialfluss-Planung Isometrische Darstellung einer automatisierten Fertigungshalle mit Roboterzellen, Förderbändern und optimierten Materialfluss-Pfaden https://hackenberg.tech/_astro/preview.Byifrb8R_ZQv1zm.webp Dr. Georg Hackenberg im Digital Factory Smart Lab Dr. Georg Hackenberg im industriellen Smart Factory Labor mit holografischen Anzeigen für JaamSim-Ablaufsimulationen und Produktionsanalysen https://hackenberg.tech/_astro/preview.CZYOUeHr_1xTb9H.webp Dr. Georg Hackenberg im Simulationsseminar Dr. Georg Hackenberg demonstriert kontinuierliche Zustandsraumtrajektorien, Monte-Carlo-Histogramme und Stromnetzmodelle auf einem holografischen Zylinderdisplay https://hackenberg.tech/tags/slideshare-presentation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/screenshot.Dra6Etju_24xvuM.webp Publication slides online now! - Screenshot illustration Screenshot illustration from Publication slides online now! https://hackenberg.tech/_astro/title.DIifU9qQ_12nH0k.webp Cover illustration: My SE4SG Presentation I just uploaded my presentation slides for the SE4SG workshop to slideshare to give you the opportunity to review my talk. I hope everybody enjoyed the presenta... https://hackenberg.tech/_astro/screenshot.CPHZvVqk_X3u9O.webp Cover illustration: Research Group Seminar Winter 2011 Beginning of this week the research group I currently work at was going onto a two day seminar trip onto the country side south of Munich. Since we are a very l... https://hackenberg.tech/_astro/esplanade.c48x5RH0_Z1FvI15.webp IEEE VR 2011 in Singapore - Esplanade illustration Esplanade illustration from IEEE VR 2011 in Singapore https://hackenberg.tech/tags/smart-home/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/_astro/preview.CHqMTFah_2nJXfL.webp Dr. Georg Hackenberg im IoT-Hardware-Labor Dr. Georg Hackenberg demonstriert C#-Firmware, Live-MQTT-Telemetriedaten und ThingsBoard-Dashboards im Elektronik- und Sensoriklabor https://hackenberg.tech/tags/smart-workplace/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/_astro/icon.Dh6ZwQAi_vA8aa.webp Icon KI-basierte ergonomische Arbeitsumgebungen - Systemübersicht https://hackenberg.tech/tags/social-media/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/tags/software-architecture/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.B240KLub_8TwfP.webp Visual Systems Engineering Visual Systems Engineering: Deterministische Bildgenerierung im Disney/Pixar Comic-Stil mit präziser Raum-DNA und relationalen Asset-Ankern https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/_astro/icon.CzKpiKlg_1qHzH9.webp Titelgrafik: Langzeitgedächtnis für autonome KI-Agenten: Warum Full-Context und naive RAG scheitern – Problem, Architektur und empirische Evaluation von Mem0 Eine ingenieurwissenschaftliche Analyse des Gedächtnisproblems bei LLM-Agenten: Warum Brute-Force-Kontexte und simples RAG versagen, wie Mem0 das Lifecycle-Problem löst und welche empirischen Benchmarks die Architektur stützen. https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/_astro/icon.B4JAGEOt_ZOioAL.webp Titelgrafik: Mindful IT & Calm Computing: Software-Architekturen, Kognitive Ergonomie und Engineering-Paradigmen für den menschlichen Geist Wie wir Softwaresysteme, Datenpipelines und KI-Agenten gestalten, die menschliche Kognition nicht ausbeuten, sondern aktiv schützen, entlasten und intentional stärken. https://hackenberg.tech/_astro/icon.CjvyUo_8_26S5Yu.webp Titelgrafik: Psychologie der modernen Informationstechnologie: Stand der Wissenschaft und Stand der Technik Eine interdisziplinäre Bestandsaufnahme: Wie Kognitionswissenschaft, Aufmerksamkeitsökonomie, Cyberpsychologie, Software-Architekturen und kommerzielle KI-Ökosysteme ineinandergreifen. https://hackenberg.tech/_astro/crawler.CnM-hYAv_ZggYUY.webp Visualizing Software Systems - Crawler illustration Crawler illustration from Visualizing Software Systems https://hackenberg.tech/_astro/uml_diagram.BX4skU1S_Ga3h9.webp UML-Klassendiagramm aus Java-Laufzeitaufrufen (SoftRay) Generiertes UML-Klassendiagramm mit Aufrufabhängigkeiten aus laufenden Java-Programmen mittels SoftRay. https://hackenberg.tech/default-icon.png Towards a bottom-up development of reference architectures for smart energy systems Academic publication icon for Towards a bottom-up development of reference architectures for smart energy systems (18 May 2013) https://hackenberg.tech/_astro/preview.Byo13rO0_Zfnx6x.webp Software Engineering & Agile Methoden Dr. Georg Hackenberg präsentiert UML-Klassendiagramme, Design Patterns, ein agiles Kanban-Board und CI/CD-Pipelines an einem digitalen Whiteboard https://hackenberg.tech/tags/software-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/preview.BMdrU-AH_Oxf8L.webp Vorlesung: Cross-Platform & Cloud-Architekturen Dr. Georg Hackenberg präsentiert im Hörsaal die Interaktion von .NET MAUI Apps mit einem ASP.NET Core Cloud-Server-Rack https://hackenberg.tech/_astro/preview.N6PLHPCA_Z2fKAug.webp Dr. Georg Hackenberg im Python FEA Seminar Dr. Georg Hackenberg erläutert numerische Finite-Elemente-Berechnungen mit Python anhand dreidimensionaler Spannungsmodelle im Hörsaal https://hackenberg.tech/_astro/preview.CIF21QPV_Z23NFOK.webp Dr. Georg Hackenberg im Java-Hörsaal Dr. Georg Hackenberg erläutert objektorientierte Vererbungshierarchien und das Java Collection Framework vor Studierenden im Computer-Labor https://hackenberg.tech/_astro/preview.D4k5Hbup_Z1y7QzT.webp Python-Grundlagen im Hörsaal Dr. Georg Hackenberg erklärt modulare Python-Funktionen und automatisierte Konsolenausgaben an einem digitalen Großdisplay vor Studierenden https://hackenberg.tech/_astro/preview.Byo13rO0_Zfnx6x.webp Software Engineering & Agile Methoden Dr. Georg Hackenberg präsentiert UML-Klassendiagramme, Design Patterns, ein agiles Kanban-Board und CI/CD-Pipelines an einem digitalen Whiteboard https://hackenberg.tech/tags/software-systems/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/photo.BY0PUPtR_1a8AP0.webp SE4SG Workshop Report - Photo illustration Photo illustration from SE4SG Workshop Report https://hackenberg.tech/_astro/screenshot.WA3uhYTh_ZDbUD3.webp Leaving to ICSE tomorrow! - Screenshot illustration Screenshot illustration from Leaving to ICSE tomorrow! https://hackenberg.tech/_astro/se4sg.DdCNnsp1_22F26u.webp Paper accepted for ICSE'2012 workshop on SE4SG! - Se4sg illustration Se4sg illustration from Paper accepted for ICSE'2012 workshop on SE4SG! https://hackenberg.tech/_astro/content.DVBevHQV_ZLXbKA.webp Revised PHP/XML Blog Implementation - Content illustration Content illustration from Revised PHP/XML Blog Implementation https://hackenberg.tech/_astro/crawler.CnM-hYAv_ZggYUY.webp Visualizing Software Systems - Crawler illustration Crawler illustration from Visualizing Software Systems https://hackenberg.tech/_astro/dashboard.2cBSiFeg_2ueXCt.webp Personal Source Code Portal - Dashboard illustration Dashboard illustration from Personal Source Code Portal https://hackenberg.tech/_astro/architecture.IFu1hbTj_Vx7KG.webp Ajax/PHP Distributed Event Bus - Architecture illustration Architecture illustration from Ajax/PHP Distributed Event Bus. https://hackenberg.tech/_astro/sample.CQtE0aJW_Z164Q2a.webp XML Template Engine using PHP - Sample illustration Sample illustration from XML Template Engine using PHP. https://hackenberg.tech/_astro/setup.zVvIfqaI_2jD23G.webp HyperKit - A lightweight CMS written in PHP - Setup illustration Setup illustration from HyperKit - A lightweight CMS written in PHP. https://hackenberg.tech/_astro/system.Cjf24J87_ZSa22O.webp Business Documents using XSL-FO - System illustration System architecture illustration from Business Documents using XSL-FO. https://hackenberg.tech/_astro/http_post.DclGQGL7_ZV32nM.webp XML-RPC based Spam Filtering - Http post illustration Http post illustration from XML-RPC based Spam Filtering. https://hackenberg.tech/_astro/article.t_8hDrlU_Z10jXlP.webp Article Article fragment https://hackenberg.tech/_astro/contact.B5f4IOhq_1cFmtl.webp Entrepreneurship Lab Screenshots - Contact illustration Contact illustration from Entrepreneurship Lab Screenshots. https://hackenberg.tech/_astro/uml_diagram.BX4skU1S_Ga3h9.webp UML-Klassendiagramm aus Java-Laufzeitaufrufen (SoftRay) Generiertes UML-Klassendiagramm mit Aufrufabhängigkeiten aus laufenden Java-Programmen mittels SoftRay. https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/default-icon.png Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach Academic publication icon for Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach (7-9 January 2014) https://hackenberg.tech/publications/2012_05_se4sg/electric_model.png Applying formal software engineering techniques to smart grids Academic publication icon for Applying formal software engineering techniques to smart grids (3 June 2012) https://hackenberg.tech/tags/state-management/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.C51CeDZU_Z1rjYEj.webp Cover illustration: Designing a Flicker-Free Client-Side Unread Content System in Astro How we implemented a client-side localStorage notification system for unread content, using cached Astro static content manifests and synchronous scripting to eliminate visual flickering. https://hackenberg.tech/tags/sustainability/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/_astro/icon.Oq8lByRS_VVdb1.webp Titelgrafik: Vision Campus Almtal 2035: Vom Erholungstourismus zum dezentralen Innovationsraum Ein strategisches Zukunftskonzept für das Almtal: Wie aus der Krise des klassischen Erholungstourismus ein dezentrales Bildungs- und Hochtechnologie-Ökosystem entstehen kann – die FH OÖ School of Natural Sciences & Applications. https://hackenberg.tech/tags/systems-analysis/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/publications/2015_05_incom/pre_selection.png Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems Academic publication icon for Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems (11-13 May 2015) https://hackenberg.tech/default-icon.png Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach Academic publication icon for Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach (7-9 January 2014) https://hackenberg.tech/_astro/preview.BBNiD4jA_ZgcItw.webp Systems Engineering & Mechatronik-Labor Dr. Georg Hackenberg erläutert MATLAB-Simulink-Blockschaltbilder und Bode-Diagramme vor einem mechatronischen Motorprüfstand https://hackenberg.tech/tags/systems-design/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2016_06_mim/element_transition.png MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems Academic publication icon for MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems (28-30 June 2016) https://hackenberg.tech/publications/2016_02_ijmmm/examples.png From Conception to Refinement in Mechatronic Systems Engineering Academic publication icon for From Conception to Refinement in Mechatronic Systems Engineering (February 2016) https://hackenberg.tech/publications/2015_12_dese/meta_model_analysis.jpg Integrated Requirements and Systems Modeling in the Mechatronic Development Process Academic publication icon for Integrated Requirements and Systems Modeling in the Mechatronic Development Process (13-14 December 2015) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2015_09_tdse/Operator_Panel.png Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen Academic publication icon for Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen (30 September 2015) https://hackenberg.tech/publications/2014_11_iccve/graph.png Early Estimation of Multi-Objective Traffic Flow Academic publication icon for Early Estimation of Multi-Objective Traffic Flow (11-14 November 2014) https://hackenberg.tech/publications/2014_11_at/interfaces_overview.png Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance Academic publication icon for Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance (November 2014) https://hackenberg.tech/publications/2014_09_sam/approach.png Formal Technical Process Specification and Verification for Automated Production Systems Academic publication icon for Formal Technical Process Specification and Verification for Automated Production Systems (29-30 September 2014) https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/publications/2014_07_02_sysint/geometry.png A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering Academic publication icon for A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering (2-4 July 2014) https://hackenberg.tech/default-icon.png Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach Academic publication icon for Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach (7-9 January 2014) https://hackenberg.tech/publications/2012_10_xm/trace.png Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering Academic publication icon for Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering (1 October 2014) https://hackenberg.tech/publications/2012_05_se4sg/electric_model.png Applying formal software engineering techniques to smart grids Academic publication icon for Applying formal software engineering techniques to smart grids (3 June 2012) https://hackenberg.tech/_astro/preview.BBNiD4jA_ZgcItw.webp Systems Engineering & Mechatronik-Labor Dr. Georg Hackenberg erläutert MATLAB-Simulink-Blockschaltbilder und Bode-Diagramme vor einem mechatronischen Motorprüfstand https://hackenberg.tech/tags/systems-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.Bz24iNnj_Zoj9RM.webp Smarte Tiefenbewässerung im Wurzelbereich mit Smarte Tiefenbewässerung im Wurzelbereich mit Bodenfeuchtesensorik https://hackenberg.tech/_astro/screenshot.7TQx305h_Z25hvL8.webp Cover illustration: A complete MaCon project in 4:30 minutes The MaCon approach covers a wide range of engineering tasks for manufacturing systems, from requirements analysis, to system design, to component and system tes... https://hackenberg.tech/_astro/screenshot.BtGNHVkC_10YLXI.webp Cover illustration: MaCon YouTube Video In the last days, I prepared a YouTube video demonstrating MaCon: A tool for consistent cross-discipline conception of manufacturing systems. The video explains... https://hackenberg.tech/_astro/pick_and_place_unit.BkW5tBJh_Z1EVJzV.webp Manufacturing systems case study completed! - Pick and place unit illustration Pick and place unit illustration from Manufacturing systems case study completed! https://hackenberg.tech/_astro/model.C9DTWqHr_ZHAHfP.webp Integrated transportation and power systems modeling - Model illustration Model illustration from Integrated transportation and power systems modeling https://hackenberg.tech/_astro/screenshot.Cbz4Mo8__ZyvEz3.webp First mechatronics engineering workbench screenshots! - Screenshot illustration Screenshot illustration from First mechatronics engineering workbench screenshots! https://hackenberg.tech/_astro/graph.DwfIkyyz_jImDl.webp Sample System Model Graph Output Graph illustration from Sample System Model (Graph Output) https://hackenberg.tech/_astro/screenshot.D0X3U29K_Z1bJ2Nt.webp Titelgrafik: Visualization Studio for Systems Engineers Seeing is understanding. This is especially true when engineering the structure and behavior of complex systems. Understanding whatever models you built is the ... https://hackenberg.tech/_astro/poster.CzacoKow_Z2ckely.webp Follow-Up on Denis' MSE Article - Poster illustration Poster illustration from Follow-Up on Denis' MSE Article https://hackenberg.tech/_astro/title.DIifU9qQ_12nH0k.webp Cover illustration: My SE4SG Presentation I just uploaded my presentation slides for the SE4SG workshop to slideshare to give you the opportunity to review my talk. I hope everybody enjoyed the presenta... https://hackenberg.tech/_astro/photo.BY0PUPtR_1a8AP0.webp SE4SG Workshop Report - Photo illustration Photo illustration from SE4SG Workshop Report https://hackenberg.tech/_astro/se4sg.DdCNnsp1_22F26u.webp Paper accepted for ICSE'2012 workshop on SE4SG! - Se4sg illustration Se4sg illustration from Paper accepted for ICSE'2012 workshop on SE4SG! https://hackenberg.tech/_astro/bus.BP31f73B_1lF2az.webp View onto the Energy System - Bus illustration Bus illustration from View onto the Energy System https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2016_06_mim/element_transition.png MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems Academic publication icon for MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems (28-30 June 2016) https://hackenberg.tech/publications/2016_02_ijmmm/examples.png From Conception to Refinement in Mechatronic Systems Engineering Academic publication icon for From Conception to Refinement in Mechatronic Systems Engineering (February 2016) https://hackenberg.tech/publications/2015_12_dese/meta_model_analysis.jpg Integrated Requirements and Systems Modeling in the Mechatronic Development Process Academic publication icon for Integrated Requirements and Systems Modeling in the Mechatronic Development Process (13-14 December 2015) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2015_09_tdse/Operator_Panel.png Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen Academic publication icon for Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen (30 September 2015) https://hackenberg.tech/publications/2015_05_incom/pre_selection.png Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems Academic publication icon for Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems (11-13 May 2015) https://hackenberg.tech/publications/2014_11_iccve/graph.png Early Estimation of Multi-Objective Traffic Flow Academic publication icon for Early Estimation of Multi-Objective Traffic Flow (11-14 November 2014) https://hackenberg.tech/publications/2014_11_at/interfaces_overview.png Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance Academic publication icon for Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance (November 2014) https://hackenberg.tech/publications/2014_09_sam/approach.png Formal Technical Process Specification and Verification for Automated Production Systems Academic publication icon for Formal Technical Process Specification and Verification for Automated Production Systems (29-30 September 2014) https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/publications/2014_07_02_sysint/geometry.png A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering Academic publication icon for A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering (2-4 July 2014) https://hackenberg.tech/default-icon.png Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach Academic publication icon for Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach (7-9 January 2014) https://hackenberg.tech/publications/2012_10_xm/trace.png Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering Academic publication icon for Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering (1 October 2014) https://hackenberg.tech/publications/2012_05_se4sg/electric_model.png Applying formal software engineering techniques to smart grids Academic publication icon for Applying formal software engineering techniques to smart grids (3 June 2012) https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/_astro/preview.BBNiD4jA_ZgcItw.webp Systems Engineering & Mechatronik-Labor Dr. Georg Hackenberg erläutert MATLAB-Simulink-Blockschaltbilder und Bode-Diagramme vor einem mechatronischen Motorprüfstand https://hackenberg.tech/tags/systems-implementation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/publications/2016_02_ijmmm/examples.png From Conception to Refinement in Mechatronic Systems Engineering Academic publication icon for From Conception to Refinement in Mechatronic Systems Engineering (February 2016) https://hackenberg.tech/_astro/preview.Byo13rO0_Zfnx6x.webp Software Engineering & Agile Methoden Dr. Georg Hackenberg präsentiert UML-Klassendiagramme, Design Patterns, ein agiles Kanban-Board und CI/CD-Pipelines an einem digitalen Whiteboard https://hackenberg.tech/tags/systems-validation/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2015_09_tdse/Operator_Panel.png Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen Academic publication icon for Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen (30 September 2015) https://hackenberg.tech/publications/2014_11_iccve/graph.png Early Estimation of Multi-Objective Traffic Flow Academic publication icon for Early Estimation of Multi-Objective Traffic Flow (11-14 November 2014) https://hackenberg.tech/publications/2014_07_21_compsac/workflow_revised.png A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models Academic publication icon for A Rapid Prototyping Approach for Smart Energy Systems Based on Partial System Models (21-25 July 2014) https://hackenberg.tech/default-icon.png Towards a bottom-up development of reference architectures for smart energy systems Academic publication icon for Towards a bottom-up development of reference architectures for smart energy systems (18 May 2013) https://hackenberg.tech/publications/2012_10_xm/trace.png Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering Academic publication icon for Towards Early Emergent Property Understanding: Merging Behavior Space Exploration and Model-based Software Engineering (1 October 2014) https://hackenberg.tech/publications/2012_05_se4sg/electric_model.png Applying formal software engineering techniques to smart grids Academic publication icon for Applying formal software engineering techniques to smart grids (3 June 2012) https://hackenberg.tech/tags/systems-verification/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/pick_and_place_unit.BkW5tBJh_Z1EVJzV.webp Manufacturing systems case study completed! - Pick and place unit illustration Pick and place unit illustration from Manufacturing systems case study completed! https://hackenberg.tech/publications/2016_06_mim/element_transition.png MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems Academic publication icon for MaCon: Consistent Cross-Disciplinary Conception of Manufacturing Systems (28-30 June 2016) https://hackenberg.tech/publications/2016_02_ijmmm/examples.png From Conception to Refinement in Mechatronic Systems Engineering Academic publication icon for From Conception to Refinement in Mechatronic Systems Engineering (February 2016) https://hackenberg.tech/publications/2015_12_dese/meta_model_analysis.jpg Integrated Requirements and Systems Modeling in the Mechatronic Development Process Academic publication icon for Integrated Requirements and Systems Modeling in the Mechatronic Development Process (13-14 December 2015) https://hackenberg.tech/publications/2015_09_tdse/Operator_Panel.png Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen Academic publication icon for Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen (30 September 2015) https://hackenberg.tech/publications/2015_05_incom/pre_selection.png Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems Academic publication icon for Effcient Impact Analysis of Changes in the Requirements of Manufacturing Automation Systems (11-13 May 2015) https://hackenberg.tech/publications/2014_11_at/interfaces_overview.png Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance Academic publication icon for Interface Behavior Modeling for Automatic Verification of Industrial Automation Systems' Functional Conformance (November 2014) https://hackenberg.tech/publications/2014_09_sam/approach.png Formal Technical Process Specification and Verification for Automated Production Systems Academic publication icon for Formal Technical Process Specification and Verification for Automated Production Systems (29-30 September 2014) https://hackenberg.tech/publications/2014_07_02_sysint/geometry.png A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering Academic publication icon for A Multi-Disciplinary Modeling Technique for Requirements Management in Mechatronic Systems Engineering (2-4 July 2014) https://hackenberg.tech/default-icon.png Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach Academic publication icon for Supporting Concurrent Development of Requirements and Architecture: A Model-based Approach (7-9 January 2014) https://hackenberg.tech/_astro/preview.BBNiD4jA_ZgcItw.webp Systems Engineering & Mechatronik-Labor Dr. Georg Hackenberg erläutert MATLAB-Simulink-Blockschaltbilder und Bode-Diagramme vor einem mechatronischen Motorprüfstand https://hackenberg.tech/tags/task-management/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.CNkMYJAs_mI3Vq.webp Procedural Graphs in der Praxis Procedural Graphs in der Praxis: Dr. Georg Hackenberg erläutert an einer interaktiven Projektionswand, wie Prozesswissen in dynamischen Wissensgraphen verankert wird https://hackenberg.tech/_astro/editor.D4MCyKzk_Z2qtfgL.webp Managing Our Team Roadmap with MediaWiki - Editor illustration Editor illustration from Managing Our Team Roadmap with MediaWiki https://hackenberg.tech/_astro/photo.BSlbmljn_ZYf3HX.webp Effective Task Management with Whiteboard and Stickers - Photo illustration Photo illustration from Effective Task Management with Whiteboard and Stickers https://hackenberg.tech/_astro/plan.jB--0YWn_ZNTFmh.webp Strukturierter Lernplan für das Prüfungsmanagement Over my past years of study, I developed a system for organizing my learning. It helps me staying focused and having an overview over my progress. In this artic... https://hackenberg.tech/tags/teaching/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/screenshot.C2RRuWMr_rmv4m.webp Smart Grid Research Initiative - Screenshot illustration Screenshot illustration from Smart Grid Research Initiative https://hackenberg.tech/_astro/website.DOjj0XkC_cnQ6V.webp Smart grid seminar started today! - Website illustration Website illustration from Smart grid seminar started today! https://hackenberg.tech/_astro/preview.Byifrb8R_ZQv1zm.webp Dr. Georg Hackenberg im Digital Factory Smart Lab Dr. Georg Hackenberg im industriellen Smart Factory Labor mit holografischen Anzeigen für JaamSim-Ablaufsimulationen und Produktionsanalysen https://hackenberg.tech/_astro/preview.BMdrU-AH_Oxf8L.webp Vorlesung: Cross-Platform & Cloud-Architekturen Dr. Georg Hackenberg präsentiert im Hörsaal die Interaktion von .NET MAUI Apps mit einem ASP.NET Core Cloud-Server-Rack https://hackenberg.tech/_astro/preview.N6PLHPCA_Z2fKAug.webp Dr. Georg Hackenberg im Python FEA Seminar Dr. Georg Hackenberg erläutert numerische Finite-Elemente-Berechnungen mit Python anhand dreidimensionaler Spannungsmodelle im Hörsaal https://hackenberg.tech/_astro/preview.CZYOUeHr_1xTb9H.webp Dr. Georg Hackenberg im Simulationsseminar Dr. Georg Hackenberg demonstriert kontinuierliche Zustandsraumtrajektorien, Monte-Carlo-Histogramme und Stromnetzmodelle auf einem holografischen Zylinderdisplay https://hackenberg.tech/_astro/preview.De68v9hL_2eIsqR.webp Dr. Georg Hackenberg im Datenanalyse-Labor Dr. Georg Hackenberg präsentiert SQL-Abfragen, relationale Datenbankschemata und multidimensionale OLAP-Cubes im Computer-Hörsaal https://hackenberg.tech/_astro/preview.CHqMTFah_2nJXfL.webp Dr. Georg Hackenberg im IoT-Hardware-Labor Dr. Georg Hackenberg demonstriert C#-Firmware, Live-MQTT-Telemetriedaten und ThingsBoard-Dashboards im Elektronik- und Sensoriklabor https://hackenberg.tech/_astro/preview.CIF21QPV_Z23NFOK.webp Dr. Georg Hackenberg im Java-Hörsaal Dr. Georg Hackenberg erläutert objektorientierte Vererbungshierarchien und das Java Collection Framework vor Studierenden im Computer-Labor https://hackenberg.tech/_astro/preview.D4k5Hbup_Z1y7QzT.webp Python-Grundlagen im Hörsaal Dr. Georg Hackenberg erklärt modulare Python-Funktionen und automatisierte Konsolenausgaben an einem digitalen Großdisplay vor Studierenden https://hackenberg.tech/_astro/preview.Byo13rO0_Zfnx6x.webp Software Engineering & Agile Methoden Dr. Georg Hackenberg präsentiert UML-Klassendiagramme, Design Patterns, ein agiles Kanban-Board und CI/CD-Pipelines an einem digitalen Whiteboard https://hackenberg.tech/_astro/preview.BBNiD4jA_ZgcItw.webp Systems Engineering & Mechatronik-Labor Dr. Georg Hackenberg erläutert MATLAB-Simulink-Blockschaltbilder und Bode-Diagramme vor einem mechatronischen Motorprüfstand https://hackenberg.tech/_astro/preview.Dh7LOj_F_ZdV7X0.webp TypeScript & Firebase Webentwicklung Dr. Georg Hackenberg präsentiert TypeScript-Klassenstrukturen, Web-Dashboards und Google-Firebase-Datenmodelle im IT-Hörsaal https://hackenberg.tech/tags/thermal-engineering/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BslaMM0R_rcW4L.webp Minimalistischer Holz-Laptopständer für GPU- und Minimalistischer Holz-Laptopständer für GPU- und KI-Laptops - Hero Übersicht https://hackenberg.tech/tags/threejs/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/3d-force.RSrFVnSH_ZzeGEk.webp 3D Network Graph in Spatial Space Three-dimensional visualization of the interconnected content network featuring spherical nodes and glowing link particles on a dark background https://hackenberg.tech/tags/traffic-control/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/model.C9DTWqHr_ZHAHfP.webp Integrated transportation and power systems modeling - Model illustration Model illustration from Integrated transportation and power systems modeling https://hackenberg.tech/_astro/graph.CoPkeY7p_Z1QWuW6.webp Teaser: Smart Traffic Control - Graph illustration Graph illustration from Teaser: Smart Traffic Control https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2014_11_iccve/graph.png Early Estimation of Multi-Objective Traffic Flow Academic publication icon for Early Estimation of Multi-Objective Traffic Flow (11-14 November 2014) https://hackenberg.tech/tags/transportation-systems/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/model.C9DTWqHr_ZHAHfP.webp Integrated transportation and power systems modeling - Model illustration Model illustration from Integrated transportation and power systems modeling https://hackenberg.tech/_astro/graph.CoPkeY7p_Z1QWuW6.webp Teaser: Smart Traffic Control - Graph illustration Graph illustration from Teaser: Smart Traffic Control https://hackenberg.tech/publications/2016_11_itsc/power_system.png The TRANSP-0 framework for integrated transportation and power system design Academic publication icon for The TRANSP-0 framework for integrated transportation and power system design (01-04 November 2016) https://hackenberg.tech/publications/2015_10_iccve/model.png Integrated transportation and power system modeling Academic publication icon for Integrated transportation and power system modeling (19-23 October 2015) https://hackenberg.tech/publications/2014_11_iccve/graph.png Early Estimation of Multi-Objective Traffic Flow Academic publication icon for Early Estimation of Multi-Objective Traffic Flow (11-14 November 2014) https://hackenberg.tech/tags/typescript/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/hero.Cr0zFrjY_Z1FzQV2.webp Dr. Georg Hackenberg präsentiert den Agentic SEO/GEO/AIO MCP Server im Design Thinking Lab Präsentation des agentenbasierten Analyse- und Optimierungs-Workflows an der Projektionswand im Design Thinking Lab am FH OÖ Campus Wels https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.BRdVdlj3_pq9pK.webp Procedural Graphs mit Mastra Procedural Graphs mit Mastra: Dr. Georg Hackenberg verbindet TypeScript-Workflows, Zod-Schemas und MCP mit dynamischen Wissensgraphen https://hackenberg.tech/_astro/hero.CF7S19M3_Z1CVdYm.webp Mastra TypeScript Framework Architektur-Schaltbild Mastra TypeScript Framework: Dr. Georg Hackenberg analysiert die Architektur aus autonomen Agenten, deterministischen Workflows und MCP-Gateway https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/icon.C51CeDZU_Z1rjYEj.webp Cover illustration: Designing a Flicker-Free Client-Side Unread Content System in Astro How we implemented a client-side localStorage notification system for unread content, using cached Astro static content manifests and synchronous scripting to eliminate visual flickering. https://hackenberg.tech/_astro/icon.PJ7SkLIy_BdB7J.webp Cover illustration: Relaunching my personal website on GitHub Pages with Astro and TypeScript Discover how I relaunched my personal website on GitHub Pages using Astro, TypeScript, and Google Antigravity to automate legacy PHP content migration. https://hackenberg.tech/_astro/preview.Dh7LOj_F_ZdV7X0.webp TypeScript & Firebase Webentwicklung Dr. Georg Hackenberg präsentiert TypeScript-Klassenstrukturen, Web-Dashboards und Google-Firebase-Datenmodelle im IT-Hörsaal https://hackenberg.tech/_astro/3d-force.RSrFVnSH_ZzeGEk.webp 3D Network Graph in Spatial Space Three-dimensional visualization of the interconnected content network featuring spherical nodes and glowing link particles on a dark background https://hackenberg.tech/tags/user-interface/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/intro.BC_5YpH9_Z6wj3J.webp Titelgrafik: A new zumida video is out on YouTube! Now, that zumida has emerged into a mature platform, it is time to present the first public video. See zumida in action, from registration to content creation a... https://hackenberg.tech/_astro/screenshot_enter.BYWukk_I_Z29zfW9.webp Explaining the new zumida dashboard - Screenshot enter illustration Screenshot enter illustration from Explaining the new zumida dashboard https://hackenberg.tech/_astro/screenshot_edit.DEHEcjfS_Z1NWQGj.webp The new zumida user interface revealed! - Screenshot edit illustration Screenshot edit illustration from The new zumida user interface revealed! https://hackenberg.tech/_astro/screenshot.7TQx305h_Z25hvL8.webp Cover illustration: A complete MaCon project in 4:30 minutes The MaCon approach covers a wide range of engineering tasks for manufacturing systems, from requirements analysis, to system design, to component and system tes... https://hackenberg.tech/_astro/screenshot.BtGNHVkC_10YLXI.webp Cover illustration: MaCon YouTube Video In the last days, I prepared a YouTube video demonstrating MaCon: A tool for consistent cross-discipline conception of manufacturing systems. The video explains... https://hackenberg.tech/_astro/screenshot.Cbz4Mo8__ZyvEz3.webp First mechatronics engineering workbench screenshots! - Screenshot illustration Screenshot illustration from First mechatronics engineering workbench screenshots! https://hackenberg.tech/_astro/screenshot.CJnHB5RH_ZzlV6k.webp zumida goes online! - Screenshot illustration Screenshot illustration from zumida goes online! https://hackenberg.tech/_astro/screenshot_android.C_KEm2Ft_KeQBn.webp Model Visualization for Windows and Android - Screenshot android illustration Screenshot android illustration from Model Visualization for Windows and Android https://hackenberg.tech/_astro/facebook.Dvu2HBsj_1Ya2uJ.webp Introducing Timeline Navigation and Facebook Like - Facebook illustration Facebook illustration from Introducing Timeline Navigation and Facebook Like https://hackenberg.tech/_astro/data_model.CyuZh2Lr_3qqJH.webp Cover illustration: 3D Multi-Touch Master Thesis Due to the overwhelming response from the research community over the past 2 years I decided to put online my Master Thesis written at Fraunhofer FIT. I hope my... https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/fraunhofer.FPZZOGuD_LBVRw.webp Official 3D Multi-Touch Websites - Fraunhofer illustration Fraunhofer illustration from Official 3D Multi-Touch Websites https://hackenberg.tech/_astro/candidates.pGl5Pu6F_Z1c1YeV.webp Cover illustration: 3D Multi-Touch with Computer Vision Some time ago I was working on free hand 3D gesture interfaces similar to Microsoft Kinect. What this work essentially means is collecting digital camera images... https://hackenberg.tech/_astro/hugo_geiger.C9ySuskf_yUREW.webp Fraunhofer Prize Award 2011 - Hugo geiger illustration Hugo geiger illustration from Fraunhofer Prize Award 2011 https://hackenberg.tech/_astro/screenshot_one.DFOrkzhI_rc5uL.webp Blog Cover Interface - Screenshot one illustration Screenshot one illustration from Blog Cover Interface https://hackenberg.tech/_astro/screenshot.C4DeK1Lq_1uvngY.webp Animated Article Tiles - Screenshot illustration Screenshot illustration from Animated Article Tiles https://hackenberg.tech/_astro/bubble.Bw6nWFEC_2skB8Y.webp Blog Calendar Interface - Bubble illustration Bubble illustration from Blog Calendar Interface https://hackenberg.tech/_astro/bubble.BNuH7A5E_Z1hftjh.webp Blog Timeline Widget - Bubble illustration Bubble illustration from Blog Timeline Widget https://hackenberg.tech/_astro/version_1.CSuhT_cJ_Z21hYht.webp Interactive Animated Sitemap - Version 1 illustration Version 1 illustration from Interactive Animated Sitemap https://hackenberg.tech/_astro/screenshot.D8jccAFf_BWGUs.webp Cover illustration: From Layout to Animation In a previous article The Evolution of a Functional Prototype I demonstrated how to transform sketches into prototypes backed by database content and applicatio... https://hackenberg.tech/_astro/data.CRdDvGC6_Z2tR30M.webp The Evolution of a Functional Prototype - Data illustration Data illustration from The Evolution of a Functional Prototype https://hackenberg.tech/_astro/screenshot.C0e0hnL__6Du78.webp sketch to prototype/screenshot illustration from Comparing Interface Design Options - ../2011 06 06 ../2011 06 06 from sketch to prototype/screenshot illustration from Comparing Interface Design Options https://hackenberg.tech/_astro/backgrounds.DFRO4ICX_1nKOPE.webp From Sketch to Prototype - Backgrounds illustration Backgrounds illustration from From Sketch to Prototype https://hackenberg.tech/_astro/screenshot.CPHZvVqk_X3u9O.webp Cover illustration: Research Group Seminar Winter 2011 Beginning of this week the research group I currently work at was going onto a two day seminar trip onto the country side south of Munich. Since we are a very l... https://hackenberg.tech/_astro/esplanade.c48x5RH0_Z1FvI15.webp IEEE VR 2011 in Singapore - Esplanade illustration Esplanade illustration from IEEE VR 2011 in Singapore https://hackenberg.tech/_astro/pencil_drawing.DyvSqp-3_18vJrr.webp 3D Multi-Touch Product Vision - Pencil drawing illustration Pencil drawing illustration from 3D Multi-Touch Product Vision https://hackenberg.tech/_astro/screenshot.Do2gv_0O_1G4GB0.webp Cover illustration: Improved Website Usability! After being online with the original layout and navigation concept for almost two years it was time for some central improvements. Among others the RSS feeds ha... https://hackenberg.tech/_astro/screenshot.bcwk4f2e_saa4l.webp Cover illustration: Master Thesis Video. After finally completing my Master Thesis project at Fraunhofer FIT me and some friends took some time to prepare a demonstration video. The video is now availa... https://hackenberg.tech/_astro/setup.zVvIfqaI_2jD23G.webp HyperKit - A lightweight CMS written in PHP - Setup illustration Setup illustration from HyperKit - A lightweight CMS written in PHP. https://hackenberg.tech/_astro/choice.CNhyFo_x_Zwppeu.webp eLearning Course Project Sketches - Choice illustration Choice illustration from eLearning Course Project Sketches. https://hackenberg.tech/_astro/contact.B5f4IOhq_1cFmtl.webp Entrepreneurship Lab Screenshots - Contact illustration Contact illustration from Entrepreneurship Lab Screenshots. https://hackenberg.tech/publications/2015_09_tdse/Operator_Panel.png Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen Academic publication icon for Modellbasierte Konzeption von Benutzerschnittstellen im Entwicklungsprozess von mechatronischen Systemen (30 September 2015) https://hackenberg.tech/publications/2011_03_ieeevr/image.png Lightweight palm and finger tracking for real-time 3D gesture control Academic publication icon for Lightweight palm and finger tracking for real-time 3D gesture control (19-23 March 2011) https://hackenberg.tech/default-icon.png An Adaptable XML Based Approach for Scientific Data Management and Integration Academic publication icon for An Adaptable XML Based Approach for Scientific Data Management and Integration (16-21 February 2008) https://hackenberg.tech/_astro/preview.BMdrU-AH_Oxf8L.webp Vorlesung: Cross-Platform & Cloud-Architekturen Dr. Georg Hackenberg präsentiert im Hörsaal die Interaktion von .NET MAUI Apps mit einem ASP.NET Core Cloud-Server-Rack https://hackenberg.tech/tags/ux-design/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/icon.C51CeDZU_Z1rjYEj.webp Cover illustration: Designing a Flicker-Free Client-Side Unread Content System in Astro How we implemented a client-side localStorage notification system for unread content, using cached Astro static content manifests and synchronous scripting to eliminate visual flickering. https://hackenberg.tech/_astro/screenshot_enter.BYWukk_I_Z29zfW9.webp Explaining the new zumida dashboard - Screenshot enter illustration Screenshot enter illustration from Explaining the new zumida dashboard https://hackenberg.tech/_astro/screenshot_edit.DEHEcjfS_Z1NWQGj.webp The new zumida user interface revealed! - Screenshot edit illustration Screenshot edit illustration from The new zumida user interface revealed! https://hackenberg.tech/_astro/facebook.Dvu2HBsj_1Ya2uJ.webp Introducing Timeline Navigation and Facebook Like - Facebook illustration Facebook illustration from Introducing Timeline Navigation and Facebook Like https://hackenberg.tech/_astro/screenshot.D8jccAFf_BWGUs.webp Cover illustration: From Layout to Animation In a previous article The Evolution of a Functional Prototype I demonstrated how to transform sketches into prototypes backed by database content and applicatio... https://hackenberg.tech/_astro/data.CRdDvGC6_Z2tR30M.webp The Evolution of a Functional Prototype - Data illustration Data illustration from The Evolution of a Functional Prototype https://hackenberg.tech/_astro/first.D2zB-ATq_1MmRMY.webp The Information Visualization Problem - First illustration First illustration from The Information Visualization Problem https://hackenberg.tech/_astro/screenshot.C0e0hnL__6Du78.webp sketch to prototype/screenshot illustration from Comparing Interface Design Options - ../2011 06 06 ../2011 06 06 from sketch to prototype/screenshot illustration from Comparing Interface Design Options https://hackenberg.tech/_astro/screenshot.Do2gv_0O_1G4GB0.webp Cover illustration: Improved Website Usability! After being online with the original layout and navigation concept for almost two years it was time for some central improvements. Among others the RSS feeds ha... https://hackenberg.tech/tags/visjs/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/vis-network.D-C80RTM_ZNAB6x.webp Vis.js Interactive Particle Network Two-dimensional node network with dynamic data clusters and fine interconnecting edges rendered on a dark background https://hackenberg.tech/tags/vllm/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.rb9I7b2b_Z1P8HKd.webp Keycloak Keycloak: Kryptografischer Schutzschild und zentraler IAM-Hub im souveränen AI Tech Stack https://hackenberg.tech/_astro/hero.1uuF9l4Z_1jLwuQ.webp LiteLLM LiteLLM: Zentrales AI Gateway und Proxy-Router für das souveräne Multi-Model Ökosystem https://hackenberg.tech/_astro/hero.Ud5U1Ysa_Z1DlfLd.webp Open WebUI Open WebUI: Mensch-Maschine-Schnittstelle und kollaborative Kontrollzentrale für das souveräne KI-Ökosystem https://hackenberg.tech/_astro/icon.C0-WkbBq_Z1KW9HG.webp Titelgrafik: Ein standardisierter Open-Source Agentic AI Tech Stack: Architektur, Komponenten und Governance für souveräne Enterprise-Agenten Eine detaillierte ingenieurwissenschaftliche Analyse unseres standardisierten Open-Source KI-Tech-Stacks: vLLM, Hermes Agent, Google WikiSkills, LangGraph, Mem0, PostgreSQL/Qdrant + Neo4j, LiteLLM Proxy, Keycloak und Open WebUI. https://hackenberg.tech/tags/web-development/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.B5VONTrc_239t0g.webp Dr. Georg Hackenberg auf der Almtal-Terrasse Dr. Georg Hackenberg analysiert vereinte Such- und Engagement-Metriken im Freien auf der Holzterrasse in Grünau im Almtal https://hackenberg.tech/_astro/hero.DztZjTp3_Z1c7hHT.webp Dr. Georg Hackenberg im Almtal Home Office Dr. Georg Hackenberg am höhenverstellbaren Massivholz-Schreibtisch vor dem Ultrawide-Monitor mit Blick auf die Almtaler Berglandschaft https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/icon.DpyVmPDr_XlLeQ.webp Cover illustration: Building a Dynamic Parallax Content Gallery: Kinematics, Zero-Duplication Pooling, and LRU History Tracking How we engineered a living 3-tier parallax content gallery in Astro and TypeScript featuring optical motion kinematics, zero on-screen duplication, and a two-factor probabilistic selection engine powered by localStorage LRU history tracking. https://hackenberg.tech/_astro/hero.DJH9sS6O_Z212Q1u.webp Das B2B ROI Paradoxon im Enterprise Boardroom Dr. Georg Hackenberg präsentiert die Auswirkungen von Zero-Click-Zitaten und synthetischer B2B-Recherche vor Führungskräften https://hackenberg.tech/_astro/hero.bCmqd-4X_Z1uSs98.webp Das fünfstufige GEO-Reifegradmodell für Industrieunternehmen Das GEO-Reifegradmodell im industriellen Kontrollraum https://hackenberg.tech/_astro/hero.KJmWWHsl_ZUotqW.webp B2B Industrial GEO in der Fertigung Dr. Georg Hackenberg analysiert semantische Wissensgraphen für generative Industrie-Suchmaschinen in einer modernen Fertigungsumgebung https://hackenberg.tech/_astro/hero.DS-n5Lyf_1pKXyT.webp GEO & AEO empirische Forschung GEO & AEO empirische Forschung im Labor https://hackenberg.tech/_astro/diagram.B2yRbAqw_1kJ7CO.webp SEO, GEO, AEO & AIO SEO, GEO, AEO & AIO Optimierungsmodell https://hackenberg.tech/_astro/icon.C51CeDZU_Z1rjYEj.webp Cover illustration: Designing a Flicker-Free Client-Side Unread Content System in Astro How we implemented a client-side localStorage notification system for unread content, using cached Astro static content manifests and synchronous scripting to eliminate visual flickering. https://hackenberg.tech/_astro/icon.PJ7SkLIy_BdB7J.webp Cover illustration: Relaunching my personal website on GitHub Pages with Astro and TypeScript Discover how I relaunched my personal website on GitHub Pages using Astro, TypeScript, and Google Antigravity to automate legacy PHP content migration. https://hackenberg.tech/_astro/screenshot.7vOYhjKt_Z24WzNP.webp The new website goes online! - Screenshot illustration Screenshot illustration from The new website goes online! https://hackenberg.tech/_astro/facebook.Dvu2HBsj_1Ya2uJ.webp Introducing Timeline Navigation and Facebook Like - Facebook illustration Facebook illustration from Introducing Timeline Navigation and Facebook Like https://hackenberg.tech/_astro/content.DVBevHQV_ZLXbKA.webp Revised PHP/XML Blog Implementation - Content illustration Content illustration from Revised PHP/XML Blog Implementation https://hackenberg.tech/_astro/dashboard.2cBSiFeg_2ueXCt.webp Personal Source Code Portal - Dashboard illustration Dashboard illustration from Personal Source Code Portal https://hackenberg.tech/_astro/files.wK0f_6-P_Z24ev8e.webp Managing/Publishing Your Resume with PHP and XML - Files illustration Files illustration from Managing/Publishing Your Resume with PHP and XML https://hackenberg.tech/_astro/architecture.IFu1hbTj_Vx7KG.webp Ajax/PHP Distributed Event Bus - Architecture illustration Architecture illustration from Ajax/PHP Distributed Event Bus. https://hackenberg.tech/_astro/sample.CQtE0aJW_Z164Q2a.webp XML Template Engine using PHP - Sample illustration Sample illustration from XML Template Engine using PHP. https://hackenberg.tech/_astro/setup.zVvIfqaI_2jD23G.webp HyperKit - A lightweight CMS written in PHP - Setup illustration Setup illustration from HyperKit - A lightweight CMS written in PHP. https://hackenberg.tech/_astro/http_post.DclGQGL7_ZV32nM.webp XML-RPC based Spam Filtering - Http post illustration Http post illustration from XML-RPC based Spam Filtering. https://hackenberg.tech/_astro/article.t_8hDrlU_Z10jXlP.webp Article Article fragment https://hackenberg.tech/_astro/icon.ZGeN_5za_2f78rE.webp Cover illustration: Personal Website launched! Hey everyone! I am happy, you made it to this site :). It is my first try to get something up and running. So I hope, you'll like it. I'll try my best to get so... https://hackenberg.tech/_astro/preview.DQa0_nWU_PoQFg.webp Kollaboratives CAD-Design am Hologrammtisch Studierende konstruieren gemeinsam Fahrzeug- und Drohnenmodelle an einem interaktiven holografischen CAD-Arbeitstisch https://hackenberg.tech/_astro/preview.Dh7LOj_F_ZdV7X0.webp TypeScript & Firebase Webentwicklung Dr. Georg Hackenberg präsentiert TypeScript-Klassenstrukturen, Web-Dashboards und Google-Firebase-Datenmodelle im IT-Hörsaal https://hackenberg.tech/_astro/preview.DjD3Wohh_2iibu4.webp Service architecture: Content Engineering Structured Content Architectures, Design Tokens & Automated Git Pipelines https://hackenberg.tech/_astro/cytoscape.D4GAM8cO_Jeej3.webp Cytoscape Force-Directed Network Planar 2D network diagram displaying centered data hubs and colored interconnects on a dark slate background https://hackenberg.tech/_astro/d3.D3JP907J_1apqut.webp D3 Physics-Based Force Graph Physics-driven network diagram featuring centrifugally organized topic clusters and fine link lines on a dark background https://hackenberg.tech/_astro/vis-network.D-C80RTM_ZNAB6x.webp Vis.js Interactive Particle Network Two-dimensional node network with dynamic data clusters and fine interconnecting edges rendered on a dark background https://hackenberg.tech/tags/web-llm/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/tags/webgl/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero-georg-whiteboard-pom.Cfp0wmTc_Z3FF1s.webp Dr. Georg Hackenberg erklärt WebGL POM am Whiteboard Dr. Georg Hackenberg präsentiert die 3D-Raymarching-Architektur des Parallax Occlusion Mappings am Whiteboard im Almtal Home Office https://hackenberg.tech/_astro/icon.DfphZfDi_2wE9bd.webp Cover illustration: WebGL Network Visualization & Graph Engines Explore interactive network graph visualizations in Astro: How we unified WebGL, Three.js, Vis.js, dynamic layout syncing, and theme-aware styling. https://hackenberg.tech/_astro/icon.BN7zhfJl_2fN6En.webp Titelgrafik: GPU-Accelerated Water Flow and Subsurface Hydrology Shaders in Delta Dynamics How we implemented a high-performance, discrete grid-based shallow water and groundwater simulator on the GPU at 60 FPS using WebGL, Three.js, and FBO ping-pong textures. https://hackenberg.tech/_astro/preview.rk-8T_aE_Z1mrrFM.webp Low-Poly Ökosystem und Flusslauf-Simulation Isometrische Low-Poly-Landschaft mit kaskadierenden Wasserfällen, terrassierten Hochebenen, Nadelwäldern und Wildtieren https://hackenberg.tech/_astro/3d-force.RSrFVnSH_ZzeGEk.webp 3D Network Graph in Spatial Space Three-dimensional visualization of the interconnected content network featuring spherical nodes and glowing link particles on a dark background https://hackenberg.tech/_astro/sigma.Cob5bQlz_Z1Ag5nv.webp Sigma ForceAtlas2 Graph Layout Large-scale network graph layout with organically distributed content clusters and delicate edges rendered on a dark background https://hackenberg.tech/tags/webgpu/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/icon.AUwxpqAs_ZDbWu6.webp Cover illustration: Running Local AI Agents in the Browser: Integrating Web-LLM into Delta Dynamics A deep dive into bringing decentralized, client-side LLM-driven AI behaviors to our low-poly ecosystem simulator using WebGPU, MLC Web-LLM, and asynchronous web workers. https://hackenberg.tech/tags/wikiskills/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/hero.BUsc2Pq9_Z1wdyb.webp Architektur-Leitfaden für Google WikiSkill Architektur-Leitfaden für Google WikiSkill: Dr. Georg Hackenberg analysiert am Besprechungstisch im Campus Office Wels die technologische Basis zwischen Mastra, Pi Agent, PydanticAI, Hermes Agent und LangGraph https://hackenberg.tech/_astro/hero.nA148zs2_lsm71.webp Vergleichsarchitektur: Hermes Agent vs. Google WikiSkills Skill Evolution im Vergleich: Dr. Georg Hackenberg analysiert die modulare Runtime-Kuratierung des Hermes Agent und das kristalline Wissensarchiv von Google WikiSkills https://hackenberg.tech/_astro/hero.Dtw-dI9T_Z1TQmFg.webp Hermes Agent Hermes Agent: Ein sympathischer, modularer KI-Gefährte mit Body-Brain-Entkopplung, Bounded Memory und Progressive Skills https://hackenberg.tech/_astro/icon.CAt_iMD2_1fDnfS.webp Titelgrafik: Persistente Wissensevolution für autonome Agenten: Das Fertigkeiten-Dilemma, die WikiSkill-Architektur und empirische Evidenz Eine ingenieurwissenschaftliche Tiefenanalyse zum Problem der 'Optimization Amnesia' bei Agent-Skills: Warum naive Trajektorien-Optimierung versagt, wie die Google-Architektur WikiSkill (arXiv:2608.27454) Wissen persistent von Prozeduren entkoppelt und welche empirischen Benchmarks die Effektivität belegen. https://hackenberg.tech/tags/youtube-video/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/intro.BC_5YpH9_Z6wj3J.webp Titelgrafik: A new zumida video is out on YouTube! Now, that zumida has emerged into a mature platform, it is time to present the first public video. See zumida in action, from registration to content creation a... https://hackenberg.tech/_astro/screenshot.7TQx305h_Z25hvL8.webp Cover illustration: A complete MaCon project in 4:30 minutes The MaCon approach covers a wide range of engineering tasks for manufacturing systems, from requirements analysis, to system design, to component and system tes... https://hackenberg.tech/_astro/screenshot.BtGNHVkC_10YLXI.webp Cover illustration: MaCon YouTube Video In the last days, I prepared a YouTube video demonstrating MaCon: A tool for consistent cross-discipline conception of manufacturing systems. The video explains... https://hackenberg.tech/_astro/screenshot.E6dTrbUE_2nlSqX.webp Cover illustration: Meet EnergyCity - A Virtual Testbed for Smartness To smooth the way for smart energy systems we have been working on a virtual testbed for deploying and testing control strategies: EnergyCity. This article show... https://hackenberg.tech/_astro/screenshot.D0X3U29K_Z1bJ2Nt.webp Titelgrafik: Visualization Studio for Systems Engineers Seeing is understanding. This is especially true when engineering the structure and behavior of complex systems. Understanding whatever models you built is the ... https://hackenberg.tech/_astro/screenshot.C8AEe8hN_hR3Ty.webp Cover illustration: How to Scale Refrigerator Powering Strategies When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c... https://hackenberg.tech/_astro/screenshot.DbHtXmtY_2dV0vC.webp Cover illustration: Visualizing our Smart Grid Simulation At ICSE I presented our initial model for simulating the smart grid including both physical and software components. To help developers analyse their systems we... https://hackenberg.tech/_astro/csv.0KCaKVcR_Zhsy1G.webp First Results on Smart Grid Simulation as YouTube Video - Csv illustration Csv illustration from First Results on Smart Grid Simulation as YouTube Video https://hackenberg.tech/_astro/youtube_research.DxgMxa3V_1JGQ3I.webp Promotional Smart Grid Videos - Youtube research illustration Youtube research illustration from Promotional Smart Grid Videos https://hackenberg.tech/_astro/bubble.BNuH7A5E_Z1hftjh.webp Blog Timeline Widget - Bubble illustration Bubble illustration from Blog Timeline Widget https://hackenberg.tech/_astro/version_1.CSuhT_cJ_Z21hYht.webp Interactive Animated Sitemap - Version 1 illustration Version 1 illustration from Interactive Animated Sitemap https://hackenberg.tech/_astro/screenshot.D8jccAFf_BWGUs.webp Cover illustration: From Layout to Animation In a previous article The Evolution of a Functional Prototype I demonstrated how to transform sketches into prototypes backed by database content and applicatio... https://hackenberg.tech/_astro/bounce_four.D2iTuqiW_Z1HxzzU.webp JavaScript Physics Simulation - Bounce four illustration Bounce four illustration from JavaScript Physics Simulation https://hackenberg.tech/_astro/screenshot.DmmjbrCp_q99gS.webp Titelgrafik: Linear vs. Cubic Interpolation After talking with some non-computer scientists about my previous visualization of cubic interpolation I found out that the concept is difficult to understand i... https://hackenberg.tech/_astro/screenshot._KQs4C1b_2djm2o.webp Cover illustration: 3D Cubic Interpolation Video Cubic interpolation is a popular technique in many branches of computer science. For example, it is used when having a time series of numbers and estimating the... https://hackenberg.tech/_astro/screenshot.bcwk4f2e_saa4l.webp Cover illustration: Master Thesis Video. After finally completing my Master Thesis project at Fraunhofer FIT me and some friends took some time to prepare a demonstration video. The video is now availa... https://hackenberg.tech/_astro/architecture.IFu1hbTj_Vx7KG.webp Ajax/PHP Distributed Event Bus - Architecture illustration Architecture illustration from Ajax/PHP Distributed Event Bus. https://hackenberg.tech/tags/zumida/2026-09-25T00:00:00.000Zmonthly0.5 https://hackenberg.tech/_astro/intro.BC_5YpH9_Z6wj3J.webp Titelgrafik: A new zumida video is out on YouTube! Now, that zumida has emerged into a mature platform, it is time to present the first public video. See zumida in action, from registration to content creation a... https://hackenberg.tech/_astro/screenshot_enter.BYWukk_I_Z29zfW9.webp Explaining the new zumida dashboard - Screenshot enter illustration Screenshot enter illustration from Explaining the new zumida dashboard https://hackenberg.tech/_astro/screenshot_edit.DEHEcjfS_Z1NWQGj.webp The new zumida user interface revealed! - Screenshot edit illustration Screenshot edit illustration from The new zumida user interface revealed! https://hackenberg.tech/_astro/computer.CwvdiiY4_ZPNm3k.webp The Hyperkit Software graph library in action - Computer illustration Computer illustration from The Hyperkit Software graph library in action https://hackenberg.tech/_astro/cytoscape.DZsux1il_jFGkn.webp JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 - Cytoscape illustration Cytoscape illustration from JavaScript graph libraries: Cytoscape vs. Sigma vs. D3 https://hackenberg.tech/_astro/screenshot.CJnHB5RH_ZzlV6k.webp zumida goes online! - Screenshot illustration Screenshot illustration from zumida goes online! https://hackenberg.tech/_astro/full.Dof9kDSe_Z2j5Y6K.webp Reviewing the last year of smart grid research - Full illustration Full illustration from Reviewing the last year of smart grid research https://hackenberg.tech/_astro/javascript.CgJDNfUt_2sSutp.webp JavaScript/SVG Tag Graph Interface - Javascript illustration Javascript illustration from JavaScript/SVG Tag Graph Interface https://hackenberg.tech/_astro/version_1.CSuhT_cJ_Z21hYht.webp Interactive Animated Sitemap - Version 1 illustration Version 1 illustration from Interactive Animated Sitemap https://hackenberg.tech/_astro/bounce_four.D2iTuqiW_Z1HxzzU.webp JavaScript Physics Simulation - Bounce four illustration Bounce four illustration from JavaScript Physics Simulation https://hackenberg.tech/_astro/svg.BPW4Anme_4hdg9.webp JavaScript Graph Layout using SVG - Svg illustration Svg graph layout illustration from JavaScript Graph Layout using SVG. https://hackenberg.tech/_astro/firefox.BPktvIgA_4TyqC.webp JavaScript 3D Engine Screenshots - Firefox illustration Firefox illustration from JavaScript 3D Engine Screenshots.