The DocPilot Blog
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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migration
Migrate to AI Documentation in 30 Days: A Complete Plan
Most documentation migrations die in week three. Here is the 30-day plan that survives contact with reality — week-by-week tasks, scripts, and rollout tactics that turn AI docs from a side project into your team's default.
5 Sep 2026 · 11 min read
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confluence
How to Migrate from Confluence to Modern Documentation Platforms
Confluence is great at capturing knowledge and terrible at letting teams find it. Here's how to migrate cleanly to a platform engineers actually want to use.
5 Sep 2026 · 7 min read