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Benchmark your current coding agent setup against a new one on your own merged pull requests, in isolated managed sandboxes. Then plan the next step only for the kinds of work where the new setup passed.
- Versioned current and new setups, locked once created
- A private task set from your merged PRs, saved so you can rerun it
- Managed benchmark runs: both setups on the same tasks, with repeated attempts
- A GitHub check on the exact commit, with a summary comment
- Recommendations to promote, restrict or keep testing, per kind of work
- Measured cost per task that passed, with human effort shown as not measured
- Readable decision reports and signed exports
- Draft and locked rollout plans for your own deployment tools to carry out
- A record of what actually ran, where a supported agent connection is installed