End-to-end systems for autonomous coding agents — local inference, sandboxed execution, graph and replay memory, MCP, AP2, evals, and continual-learning loops.
- Ferrum Stack — architecture and repo index for agentic infrastructure.
- Agentic AI & LLM Systems — selected technical writing on coding agents and LLM systems.


