4 min read
What you learn writing the tool loop, retrieval, and memory yourself — and which parts are actually worth abstracting afterwards.
- AI Agents
- Python
- RAG
- MCP
Writing
Notes
Mostly about building AI systems that have to survive contact with production: agents, retrieval, and the observability that tells you when they break.