Dev.to
6/24/2026

My AI Agent Writes Great Code and Forgets All of It by Tomorrow
Short summary
AI agents lose context between sessions, re-solving known problems and debugging failures repeatedly. A lightweight 4-file markdown memory system (bugs.md, decisions.md, key_facts.md, issues.md) with explicit read/write protocols in CLAUDE.md eliminates session amnesia without databases or embeddings. This pattern reduces onboarding overhead and converts hard-won lessons into persistent, reusable facts.
- •AI agents forget context between sessions, re-solving known problems
- •Implement a 4-file markdown memory system with protocols in CLAUDE.md
- •Eliminates debugging tax and cuts agent onboarding to near-zero
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



