Omni Labs/blog

Blog

Notes from the bench. What we are building, what the tools are actually doing, and the arguments we keep having about where this goes.

Last entry 26 Jul 2026

Writing

Isometric illustration: three generations of the same mechanism on one bench, joined by a conveyor that loops back to the first.

Fig.01 — Three generations, one bench

AI12 min read

The loop is already running

At Anthropic, more than 80% of merged code is now written by Claude. Here is what that loop actually is right now, and what the next turn of it might look like.

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Elsewhere in the lab

Model guideEvery major model, compared on the same scale in plain English.Agent skillsThe open-source skills we run in Claude Code and Codex every day.