As part of AIPCC’s AI-first initiative (KR4-2), the Development Platform team will implement an agentic workflow within nightly builds to enable earlier detection of issues and faster resolution.

This initiative focuses on introducing AI-driven agents into the nightly build process to proactively identify failures, regressions, or anomalies, and either resolve them automatically where possible or surface actionable insights for engineers more quickly. The goal is to reduce manual triage, shorten feedback loops, and improve overall build reliability and developer productivity.

Outcome / Success Criteria

• Agentic workflow integrated into nightly build pipeline

• Early detection of build issues enabled through AI-driven analysis

• Reduced time to identify and resolve nightly build failures

Notes

• This Epic represents the Development Platform team’s AI-driven workflow for KR4-2.

• Detailed implementation tasks, tooling choices, and metrics will be tracked in child issues.