pipeline-investigation

Investigate Azure DevOps pipeline failures by analyzing build and validation issues to determine root causes and quantify impact. This triages non-Helix failures across artifact cascades and recurring patterns to accelerate resolution.

Analyze binlog files for AzDO pipeline build errors by leveraging binlog MCP tools to trace issues. This identifies root causes within build stages and classifies failures for clear health assessment reporting.

You can automate triage of recurring artifact cascade failures in Azure DevOps. The investigation process identifies these cascading patterns, determines root causes, and produces targeted failure reports with action items.

Pipeline investigation works with GitHub for issue tracing and failure classification. It integrates with AzDO MCP tools, binlog analysis, and GitHub to provide cross-repo context for accurate failure reporting.

You should not use pipeline investigation for triaging AzDO Helix test failures. It specifically applies to non-Helix failures, targeting build, validation, and infrastructure issues instead of Helix-specific test scenarios.

Generate a health assessment report for a failing AzDO pipeline by running an end-to-end failure investigation. This diagnoses build, validation, and artifact stage issues, producing clear action items for resolution.