Back to feed
Dev.to
Dev.to
6/24/2026
My AI Agent Writes Great Code and Forgets All of It by Tomorrow

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?

Explore more