#Cybersecurity

Defensive and systems-theoretic security architectures, threat modeling, sandbox isolation, and vulnerability analysis across software and AI systems.

Blog Posts2

Close-up wall-mounted magnetic whiteboard in the Grünau im Almtal timber studio displaying the W3C WEBMCP architecture diagram with color-coded geometric nodes and magnetic markers

Oct 23, 2026•29 min read

WebMCP Explained: W3C Standard Architecture, Agent Bridging, Use Cases, and the Realistic Future of Cooperative Browser Agents

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.

#mcp #agentic-ai #web-development #software-architecture #cybersecurity #human-computer-interaction

Close-up engineering workstation monitor in the Grünau im Almtal timber office displaying a mathematical phase-transition curve alongside Nancy Leveson's STAMP/STPA-Sec closed-loop AI harness security architecture

Oct 22, 2026•31 min read

Emergent Properties: History, Scaling Theory, and Why AI Security Incidents Are Control-Loop Failures

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.

#cybersecurity #agentic-ai #artificial-intelligence #systems-engineering #systems-verification