optimize-pipeline

To optimize CI/CD pipeline execution time for large monorepos, implement selective builds triggered by changed paths. Dependency-aware builds ensure only impacted modules compile, drastically reducing total pipeline runtime.

Test Intelligence optimizes parallel testing by splitting tests across multiple runners. It analyzes code changes to intelligently skip unaffected tests, significantly reducing test suite execution time within your pipeline.

The best way to reduce stage bottlenecks in a Harness pipeline is performing a stage-level timing breakdown. This bottleneck analysis identifies slow stages and provides targeted optimization recommendations to speed up execution.

Yes, you can configure multi-layer caching across dependencies, build outputs, and test results. Applying a TTL to these cache layers prevents stale data while accelerating subsequent pipeline runs.

Yes, pipeline optimization integrates with MCP v2 to enable test intelligence and caching. This integration supports multi-stage pipelines with extensive test suites, effectively reducing total runtime.