AI CodeOps blog: shipping AI-written code safely
Notes from the team building AI CodeOps: how we use AI in the software lifecycle, product updates and engineering write-ups.
We also publish on Medium.
Gemini Code Assist code review alternatives and migration
Google's free Gemini Code Assist GitHub reviewer is gone. The dates, what you lose, five alternatives and a migration checklist you can copy into an issue.
Matt7 min read
Best AI code review tools in 2026: an honest comparison
13 AI code review tools compared on Git hosts, pricing, open-source plans, running on your servers and merge blocking. Facts checked on 24 October 2026.
Matt14 min read
Signed evidence packs: proving how AI-written code shipped
What goes into an AI CodeOps evidence pack, why we sign it with Ed25519 over canonical JSON, and how an auditor can verify one offline without trusting us.
Matt5 min read
Why every AI change in AI CodeOps has to pass a gate
AI writes plausible code fast, so no AI change ships on its say-so. What the AI CodeOps release gate checks, the holes we found, and why it fails closed.
Matt6 min read