{"repo":"microsoft/Build26-BRK241-from-prototype-to-production-build-and-run-agents-at-scale","free":true,"listed":false,"github":"https://github.com/microsoft/Build26-BRK241-from-prototype-to-production-build-and-run-agents-at-scale","clone":"git clone https://github.com/microsoft/Build26-BRK241-from-prototype-to-production-build-and-run-agents-at-scale.git","description":"Engineering patterns for taking AI agents to production — deployment, tools, memory, long-running work, human oversight, and observability at scale. From Microsoft Build 2026.","language":"Python","stars":10,"topics":["agent-orchestration","ai-agents","azure-ai-foundry","build-2026","microsoft-build","observability","production-ai"],"license":"MIT","category":"ai-agents","readme_excerpt":"Microsoft Build 2026 🚀 BRK241: From Prototype to Production — Build and Run Agents at Scale Session Description Taking an AI agent from a working prototype to a reliable, scalable production service involves real engineering: deployment, tools, memory, long-running work, human oversight, and observability. This breakout walks that journey using two sample agents you can run yourself on Microsoft Foundry : - field-ops-agent — a voice-enabled field technician assistant built on the Microsoft Agent Framework , showing tools, an MCP Toolbox connection, an optional Microsoft Fabric data agent, and procedural memory. - fibey-coordinator — a long-running network operations coordinator that monitors telemetry, persists context across sessions, scales to zero while waiting, gates actions behind human-in-the-loop approvals, and can work in Microsoft Teams . Together they form a multi-agent system : the coordinator delegates technician questions to — and hands work orders off to — the field-ops agent over its Responses endpoint (the agent-as-tool pattern, opt-in via FIELD OPS AGENT ENDPOINT ). Both agents deploy with a single azd command, emit traces to Application Insights, and ship with sample tool data so they run end-to-end out of the box. 🚀 Getting started You can deploy both agents to your own Microsoft Foundry project with the Azure Developer CLI. Prerequisites - An Azure subscription with access to Microsoft Foundry - Azure Developer CLI ( azd ) v1.24+ - The Foundry agents ext","default_branch":null,"files":null,"tree":[],"storefront":"/r/microsoft","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/microsoft/Build26-BRK241-from-prototype-to-production-build-and-run-agents-at-scale/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}