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How to ThinkIn the Age of AI

Question

How do I practice optimization log?

beginner

Quick Answer

Pick one system you're currently optimizing — a workflow, a habit, a communication pattern. Create a simple log with four columns: Date, Change Made, Rationale, and Observed Result. For the next seven days, log every deliberate change. At the end of the week, review the log and answer: Which changes had the largest effect?

Pick one system you're currently optimizing — a workflow, a habit, a communication pattern. Create a simple log with four columns: Date, Change Made, Rationale, and Observed Result. For the next seven days, log every deliberate change. At the end of the week, review the log and answer: Which changes had the largest effect? Which rationales were wrong? What would you try next based on this record?

Common pitfall: Logging only successes. The most valuable entries in an optimization log are the changes that did nothing or made things worse — they constrain the search space for your next attempt. If your log reads like a highlight reel, you are curating, not documenting. Curation feels good. Documentation generates learning.

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

Learn more in these lessons

  • Optimization logs

    Record what you changed, why, and what happened — optimization without documentation is gambling.