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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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onboarding

Beyond READMEs: The Future of Onboarding Documentation

The README was a starting point, not a destination. Here's where onboarding documentation is actually headed.

5 Sep 2026 · 7 min read
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stakeholders

How to Onboard Non-Technical Stakeholders with AI Documentation

Non-technical stakeholders don't need to read code to understand your product. Here's how AI documentation turns scattered context into shared alignment.

5 Sep 2026 · 8 min read
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onboarding

The Ultimate Onboarding Guide for New Engineering Hires

Most engineering onboarding fails because nobody owns it. Here is the playbook that gets new hires shipping value in week one, not month three.

5 Sep 2026 · 9 min read
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onboarding

Onboarding New Developers in 24 Hours with AI Documentation

Most onboarding plans assume a week of reading and shadowing. With the right AI-generated docs, you can compress that to a single working day without sacrificing depth.

5 Sep 2026 · 8 min read
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Documentation that writes and updates itself.