Agent Evaluation Pipelines with Continuous Improvement and Regression Testing
One-time evaluations are not enough.
Agent Evaluation Pipelines with Continuous Improvement combine automated testing, regression detection, golden datasets, and feedback loops to continuously measure agent performance, catch regressions early, and drive ongoing improvements in quality, cost, and reliability.
This is how you maintain high-performing agents in production over time.
As a dev, I now treat agent evaluation as a continuous pipeline, not a one-time event.