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Notes from the build

Practical write-ups on AI integration, automation and shipping software — from the engineer doing the work.

AIIntegration

What is AI integration (and what it isn't)

AI integration isn't a chatbot bolted on — it's wiring AI into your real tools, with guardrails. Here's what that means in practice.

May 20, 2026Read →