Track 15: Frontier and Advanced, Frontier Agent Engineering

Why Agents Fail in Production, and Service Levels

List the failure modes and set targets for an agent.

Status: Coming soon BeginnerVideo lessonAbout 11 min
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Course

AI Agent Frameworks: CrewAI, OpenAI Agents SDK, Claude Agent SDK, ADK, PydanticAI

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In this module

  1. Why Agents Fail in Production, and Service Levels
  2. Agent Reliability: Retries, Idempotency, Checkpoints
  3. Multimodal Agents: Screens, Documents and Voice in One Loop
  4. Knowledge Graphs for Agents: Query and Update Tools
  5. Durable Long-Running Agents: Resume After a Crash
  6. RL Fine-Tuning for Agents: GRPO on Tool Use
  7. Project: Agent With Knowledge-Graph Memory

The course this lesson belongs to