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

From the creator

Your AI reviewer has amnesia; it knows your code, but forgets the 2 AM outage from last month. We’ll demo giving Copilot a memory. Using Elastic Agent Builder and Workflows, we build an agent that reviews PRs against production telemetry and incident history. See it in action: an agent identifies a regression pattern, cites a past incident via OTel traces in Elasticsearch, and helps a dev fix it in VS Code via Copilot Agent Mode and the Elastic MCP server. Powered by Azure AI Foundry. Seating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot. 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀: * Jeff Vestal 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This is one of many sessions from the Microsoft Build 2026 event. View even more sessions on-demand and learn about Microsoft Build at https://build.microsoft.com DEMSP385 | English (US) | Agents & apps Demo | (300) Advanced #MSBuild Chapters: 0:00 - Introduction and audience familiarity with Elasticsearch 00:00:11 - Overview of using Elasticsearch in code reviews for PR validation 00:04:22 - Example of incident caused by code change leading to 504 gateway errors 00:04:47 - AI explains root cause of past incidents and suggests safer code fixes 00:05:25 - Elastic Agent Builder setup with environment variables and data collection 00:08:49 - Teaching the agent what can go wrong in production 00:08:59 - Introduction of tools available to the agent 00:14:52 - Copilot-internal analysis identifies recurring code issues

Published 2026-06-03 · Watch on YouTube ↗
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