V1 — public lab. SignalLab: raw metrics, not a score yet.

The Lab

AI Research & Engineering Lab

Adopted · Manual

AI Coding

Coding assistants are a daily tool. The Lab uses them; it has not published one.

Why this is here

Coding agents (in-editor assistants, review, scaffolding) are the most adopted use case right now. The Lab uses them to ship evaluable systems.

What I am watching

Where the tool speeds up an evaluable system, versus where it produces plausible unread code. Same rule as for agents: visible failure, human review, no silent side effects.

Current read

Adopted in the craft (mainstream tools, daily use). No Lab “coding agent” repo. No diff-acceptance metric. Evaluation of assisted code is still rarer than the usage.