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Notes on AI documentation from the team building it.

Playbooks for engineering leaders, deep dives into code intelligence, and lessons from running the Onzira Labs platform in production.

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legacy

The Playbook for Documenting Legacy Codebases with AI

Most legacy systems die not from bugs but from forgotten context. Here is the playbook engineers use to make AI document what nobody bothered to write down.

5 Sep 2026 · 10 min read