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How to ThinkIn the Age of AI

Question

How do I practice output versioning knowledge work?

intermediate

Quick Answer

Pick one important output you produced in the last month. Reconstruct its version history — how many distinct drafts or revisions existed? Can you access earlier versions? If not, establish a versioning protocol for that output type today: name the convention, choose the storage location, and save the current version as v1.

Pick one important output you produced in the last month. Reconstruct its version history — how many distinct drafts or revisions existed? Can you access earlier versions? If not, establish a versioning protocol for that output type today: name the convention, choose the storage location, and save the current version as v1.0 with a one-line changelog entry describing its state.

Common pitfall: Versioning everything with equal rigor, turning every casual email and Slack message into a tracked artifact. The cost of versioning must be proportional to the value of the output. Over-versioning creates administrative overhead that slows production rather than supporting it.

This practice connects to Output Systems — building it as a repeatable habit compounds over time.

Learn more in these lessons

  • Output versioning

    Track versions of important outputs so you can compare and revert if needed.