Building a Command Center for CI/CD Failures: Designing the Streamlit UI for our AI Triage Agent
python
dev.to
Every developer knows the sinking feeling of a bright red "Pipeline Failed" banner. Clicking into the continuous integration logs reveals a chaotic wall of 10,000 lines of terminal text. Figuring out if the failure was a genuine bug, a flaky test, or a network timeout drains hours of engineering time. That is why our team built the ⚙️ CI/CD Triage Agent—an autonomous reasoning engine that ingests raw build logs, isolates crash points, and generates actionable fix scripts. However, an AI agent wo