The reasoning
behind every
review.
Independent perspectives. A shared rubric. A clear way to resolve disagreement. See how expert judgment becomes evidence you can use.
Read the methodologyTHE HUMAN SIDE OF EVALUATION
Human judgment,
made measurable.
What makes an AI response useful in real engineering work? We study the questions, the review process, and the evidence behind the answer.
Start with our methodologyInside the work.
Our methods, and what we’re exploring next.
The reasoning
CodeBench
In development
A planned benchmark for coding agents working on the problems production software presents.
Backend · Frontend · DevOps · Security
No published benchmark results yet.
OPEN RESEARCH
Share the reasoning.
Document the source.
Research is more useful when its methods and boundaries are clear.
FROM RESEARCH TO PRACTICE
Put expert judgment
to work.
Build an evaluation program around the questions that matter to your team.