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Monitor, analyze, and tune AI agents

Microsoft

A rare, vendor-backed deep dive into the often-neglected operational side of agentic AI, covering monitoring and tuning practices essential for production reliability.

September 14, 2026

Engineers deploying AI agents in production.

About

A structured learning path covering observability, diagnostics, and continuous improvement techniques for AI-powered business solutions. Focuses on enterprise-grade monitoring practices, performance metrics, and real-time tuning strategies for production agent deployments.

Who is it for

Advanced practitioners and ML engineers responsible for deploying and maintaining AI agents in production environments. Teams building business-critical agentic systems requiring reliability and performance guarantees.

Production Agent Monitoring & Tuning

Microsoft's official training fills a critical gap: most agent courses stop at building, but this module teaches the operational discipline needed for enterprise deployments. It bridges research and production reality.

What you learn

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Set up comprehensive monitoring and observability for AI agent workflows
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Identify performance bottlenecks and diagnose agent failures in production
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Implement feedback loops and continuous tuning for reliability gains
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Apply enterprise governance and compliance practices to agentic systems
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