Continuous Integration Agent

A continuous integration agent is an AI agent wired into a CI pipeline so that every change to its prompts, model, tools, or configuration triggers an automated evaluation run before the change merges.

The pipeline replays a golden dataset of test cases, scores the outputs, and blocks the release when quality regresses, giving agent teams the safety net that unit tests give code. It is the pipeline half of prompt regression testing, and pairs with agent benchmarks for comparing capability across models.

Closely related concepts include Prompt Regression Testing, Evaluation Harness (Agent), Ground Truth Evaluation, Regression Detection (Agent). Each is defined in the Prefactor glossary.