Stop blowing context windows on historical chat logs. Index your agent's local session tapes with FastMCP and SQLite FTS5 for sub-10ms recall.
The Problem
AI coding agents are stateless. Once a session closes, the context window resets, and the agent forgets every architectural trade-off, rejected alternative, and subtle debugging edge case you worked through.
Cramming 100k-token transcripts into prompt context causes latency spikes, attention dilution, and cost bloat. Naive automated summaries strip away the exact chronological rationale and specific trade-offs you actually need.
The Fix
