Production-Ready Agents

Identify key challenges in deploying agents to production (reliability, cost, latency)

Describe common failure modes in agentic systems and the monitoring strategies to detect them (e.g., tracing, logging)

Implement automatic retries with exponential backoff to handle transient tool failures

Design and implement a human-in-the-loop fallback mechanism for critical agent errors

Define and apply evaluation metrics for agent performance, such as task success rate and token cost

Describe key security and safety considerations when deploying autonomous agents