Observability and Reliability
AGAI 401 · Module 2
Production agents need traces, logs, prompt versions, fallback paths, and graceful failure behavior. This module teaches how to make agent systems inspectable, debuggable, and resilient when models, tools, or retrieval systems fail.
Lessons in this module
Tracing and Observability
Learn how traces, spans, logs, and metrics reveal what happened inside a model-driven agent execution.
Prompt Versioning and Management
Learn how to manage prompts as production artifacts with versioning, review, testing, rollout, and rollback practices.
Error Handling and Graceful Degradation
Design agents that handle model failures, tool errors, retrieval misses, invalid outputs, and latency problems without collapsing user experience.
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