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Build context-aware agents using GitHub Copilot, Elastic, and Azure AI | DEMSP385

Microsoft Developer (Build) · Jun 03, 2026 · Engineering Insights

A demo ties Elastic incident postmortems and OpenTelemetry traces into GitHub Copilot PR review to flag changes that could cause past production incidents.

“moving from looks good to it might be syntactically correct again, but it hits a production issue that happened last month”

A Microsoft Build session demos wiring Elastic Search (incident postmortems and OpenTelemetry traces) into GitHub Copilot and Azure AI so PR code review uses semantic search to warn when a change resembles a past production incident, with fixes handled in VS Code via Copilot and MCP servers. It is a practical agentic-DevOps pattern but a session-level demo rather than a major industry announcement.

github-copilot elastic azure-ai code-review incident-prevention mcp

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