Implement telemetry and logging that capture the full decision trace of agent execution: every planning step, tool invocation, model response, and outcome, to diagnose behavioral drift in production. You will instrument agent systems with OpenTelemetry, design meaningful dashboards, and detect when agent behavior changes unexpectedly.

Design security architectures for agent deployment, including sandboxed execution environments, role-based access controls, and compliance review processes. You will learn to isolate agent execution, restrict access by role, and conduct the risk assessments that enterprise deployments require, the governance layer that makes agent systems trustworthy.

Build and document a production-ready agent system that integrates custom tools, Model Context Protocol (MCP) server connectivity, multi-agent orchestration, automated testing, observability, and security controls. This culminating short course produces a portfolio-ready artifact that demonstrates end-to-end agent engineering capability.

Produce a production deployment package and the accompanying documentation suite for an agent system. This project focuses on the governance artifacts that enterprise teams need: a security risk assessment, a test strategy document, an observability runbook, and a deployment readiness checklist.