Research notes.

Notes on security engineering, software architecture, agent systems, and applied AI. Mostly things I have built, tested, or learned from operating real systems.

2026

12 Sep 2026

From Coding Agents to Engineering Systems

A vendor-agnostic architecture for planning, implementation, verification, memory, and evaluation in agentic software engineering.

Agent systems · Research note

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