kiops

There’s no shortage of eval frameworks, but once you move past simple single-turn prompt checks into multi-step, tool-calling agents, most of them start to feel either too heavy or too brittle for CI. Testing intermediate trajectories, retries, and non-deterministic state often turns into flaky LLM judges, slow test runs, or snapshot diffs that become painful to maintain.For people evaluating...