Notes on applied AI — LLM pipelines, agents, and what it actually takes to ship them.
AI coding agents start every session from zero. Here's why that's the real bottleneck — and how I built file-based, hybrid-retrieval memory to fix it.
LLM · AI agents · Claude Code · retrieval · MCP