Give your agents memory This is one of the simp...
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Give your agents memory This is one of the simplest and most effective things you can do to make you AI agents improve over time ai maven claudecode aiagents

Mar 13, 2026
138 words 90% confidence
If you want your agents to get smarter over time, let them set their own system prompts. Here's exactly how it works. Every time you start a new session, your agent reads some file like a clod.md before starting. That file contains your rules and preferences. So let's say your agent makes a mistake and you correct it with something like never use comic sans. Normally, that feedback would die inside that session. But with a self-modifying prompt, your agent can write it back to the clod.md file so it remembers it for future sessions automatically. Setting it up is super simple. In your clod.md file, add something like this. Every time you give it a correction or preference, it will remember that and learn over time. If you want more advanced AI tips, check out this link.

To enhance AI agents' intelligence, enable them to save corrections and preferences in a clod.md file for future sessions. This allows continuous learning and improvement over time.

  1. Allow agents to set their own system prompts for improvement.
  2. Agents read a file like clod.md at the start of each session.
  3. Feedback like corrections can be saved for future sessions.
  4. Self-modifying prompts enable agents to remember preferences.
  5. Setting up the clod.md file is straightforward and effective.
  • LinkedIn post: How to implement self-modifying prompts
  • Tweet: Benefits of memory in AI agents
  • Checklist: Steps to set up clod.md for AI agents

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