TL;DR: Our LLM-as-judge agreement (Cohen's kappa against human labels) swung between 0.41 and 0.63...
More eval traces will not stabilize your kappa. Stratify the ones you have
TL;DR: Our LLM-as-judge agreement (Cohen's kappa against human labels) swung between 0.41 and 0.63...
The moment a project really stalls A project can feel surprisingly close to moving...
A deterministic patch envelope prevents completion order from deciding how multiple coding agents modify one repository.
Build an admission controller from predicted wait time, task deadlines, and per-tenant concurrency instead of waiting for a full queue.