Beat context rot, grow Knowledge/, evolve AGENTS.md when patterns break, and optionally pipe in tools like Fireflies.
Long chats make AI worse (context rot) - know when to reset and lean on files instead.
Meeting notes, competitive intel, decision records - the durable layer that compounds.
Update when Claude keeps making the same mistake - your instruction file is versioned behavior.
Fireflies and similar tools can feed your system so updates aren’t only manual.
Need the lesson files? Download from GitHub