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How to ThinkIn the Age of AI

Question

How do I practice agent versioning?

beginner

Quick Answer

Choose one agent you actively use — a decision-making heuristic, a weekly review process, a communication protocol, a problem-solving routine. Write down its current form as v_current (assign whatever version number feels right based on how many times you think it has changed). Then reconstruct the previous version — what did this agent look like before the last significant change?

Label that v_previous. Note what changed between them and what triggered the change. You now have two explicit versions and one diff. Store them where you keep your knowledge infrastructure.

Common pitfall: Versioning without actually preserving the old version. Slapping 'v2' on your current process while letting v1 fade from memory defeats the entire purpose. If you cannot retrieve the previous version and compare it side-by-side with the current one, you have version labels but not version control. The label is decoration. The retrievable diff is infrastructure.

This practice connects to Agent Lifecycle — building it as a repeatable habit compounds over time.

Learn more in these lessons

  • Agent versioning

    Track versions of your agents so you can compare, rollback, and learn from changes.