Professor for Industrial Informatics @ UAP • AI-Based Software & Systems Engineering
At FH Upper Austria (Campus Wels) and in industrial practice, I research, teach, and architect AI-based software systems, agentic engineering workflows, and cyber-physical simulations. Explore my latest technical articles, interactive slide-as-code keynotes, university courses, and open-source projects below.
Explore my latest insights, tutorials, and dev logs on software engineering, artificial intelligence, knowledge graphs, and system architectures.
Why committing derived MP3, PDF, and PNG build outputs breaks Git RFC 3284 VCDIFF delta compression—and how we eliminated 229.89 MiB (241.05 MB) across 601 files using constructive traces with early cutoff, a zero-dependency Sec-MS-GEC v2 Edge-TTS WebSocket client, and deterministic Park-Miller LCG asset synthesis.
An architectural analysis of W3C WebMCP (document.modelContext)—covering its history, normative WebIDL and declarative HTML form APIs, CDP and WebSocket agent bridges, empirical GUI vs. schema benchmarks, and security trade-offs.
An interdisciplinary analysis of emergent properties—from Mill, Broad, and Anderson's symmetry breaking to LLM scaling mirages, Nancy Leveson's STAMP/STPA-Sec control theory, and frontier AI security incidents.
A technical survey and architectural taxonomy of AI agent harnesses—tracing their evolution from classical test drivers and RL environments to Agent-Computer Interfaces, isolated sandboxes, and Model Context Protocol buses.
How we engineered a Git-native Newsletter-as-Code pipeline with dual-target React Email compilation, an upgrade-safe Listmonk v6.2.0 shell, and an Int32Array SHA-256 Proof-of-Work Web Worker.
Peer-reviewed academic research papers, conference proceedings, and scientific journal articles across model-driven software and cyber-physical systems.
Georg Hackenberg and Christian Zehetner
Dominik Ascher and Georg Hackenberg
Chiara Sammarco, Antonio Padovano and Georg Hackenberg
Georg Hackenberg and Christian Zehetner
Christine Lehner, Antonio Padovano, Christian Zehetner and Georg Hackenberg
Keynotes, interactive slide decks, and executive briefings with synchronized neural voiceovers exploring AI, architectures, and systems engineering.
Von heuristischen Faustregeln zu deterministischen Schnittstellen: Wissenschaftlich fundierte Methoden für verlässliche KI-Systeme
Zwischen algorithmischen Auktionen, kognitiver Werbeblindheit und nachhaltiger B2B-Full-Funnel-Strategie
Von Suchmaschinen zu generativen Antwortsystemen – Paradigmenwechsel für Industrie und B2B-Mittelstand
Mein Weg zwischen autodidaktischen Web-Ursprüngen, Spitzenforschung, Industrie-Leadership und Hochschullehre
Motivation, Content-Strategie und technische Umsetzung interaktiver Web-Keynotes mit Neural-Voiceover
Higher education lectures, interactive curriculum modules, and hands-on computer science materials taught at UAP (FH Upper Austria).
Master-level course on Digital Factory and Computer Simulation (including practical exercises with the discrete event simulation software JaamSim).
Course materials for cross-platform app development using .NET Multi-platform App UI (.NET MAUI) and ASP.NET Core cloud backend REST APIs.
Practical course in Python programming, introducing scripting, numerical analysis, data visualization, and engineering simulations.
Unterlagen für meinen Kurs in Computer-Simulation an der Fakultät für Technik und angewandte Naturwissenschaften der FH OÖ.
Selected software platforms, frameworks, and tools designed to optimize product engineering, knowledge graphs, and real-time physical simulation.
Mentawise is an innovative knowledge management solution letting visual thinkers quickly build personal knowledge graphs and share them instantly with others.
CADdrive is a web-based, collaborative product design platform for schools and universities, lowering the learning curve for CAD and team engineering.
Open-source TypeScript wrapper and CLI converting STEP and IGES CAD geometries into web-optimized 3D formats (GLTF, GLB, OBJ) via OpenCASCADE Technology and WebAssembly.
High-performance industrial analytics and visualization suite for high-frequency welding process data, featuring custom timeseries rendering, arc cyclograms, and density distributions.
Professional consulting and engineering services bridging sovereign artificial intelligence architectures, software systems, and digital publishing.
Engineering resilient, maintainable software systems through domain-driven architecture, contract-first API design, clean code construction, and automated CI/CD pipelines.
Architecting sovereign on-premise and private cloud AI systems, covering private model serving, hybrid knowledge retrieval, Model Context Protocol (MCP) tooling, and stateful multi-agent orchestration.
Periodic English-language dispatches summarizing newly published blog posts, presentations, courses, projects, visualizations, and publications.
Inaugural engineering dispatch covering reliable multi-agent control planes, Slide-as-Code lecture engines with neural voiceovers, and line-exact 2D Signed Distance Field hero typography.
Interactive knowledge graphs exploring cross-content relationships between articles, publications, projects, and courses rendered in real time.
Explore the portfolio's content and semantic connections as an interactive 3D volumetric graph powered by WebGL and Three.js, featuring orbital camera controls and spatial clustering.
Analyze semantic connections across publications, projects, and topics using Cytoscape.js and Compound Spring-Embedder (CoSE) layout physics directly in the browser.
Inspect interconnected topics and content nodes through a crisp, vector-based force simulation powered by D3.js and velocity Verlet numerical integration.
Navigate large-scale semantic networks with high-performance WebGL rendering and multi-threaded ForceAtlas2 physics offloaded to background web workers.
