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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architecture
The Case for AI-Generated Architecture Diagrams
Hand-drawn architecture diagrams rot the moment they're saved. AI-generated ones pull from code, so they tell the truth — even after the third refactor.
5 Sep 2026 · 6 min read
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diagrams
Mermaid Diagrams from Real Code: The 5-Minute Setup Guide
Stop hand-drawing architecture diagrams that rot the moment your code changes. Here's how to render Mermaid diagrams straight from your source in under five minutes.
5 Sep 2026 · 6 min read