Reflection and Self-Critique Agents

Build agents that critique and improve their own outputs. Master Reflexion, Self-Refine, and the meta-cognitive loops that boost agent quality 20-40% on hard tasks.

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6

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

Reflection Pattern Intro

Intermediate

Self-Refine Loop

Intermediate

Reflexion with Episodic Memory

Advanced

Separate Critic Agents

Intermediate

Reflection Cost Tradeoffs

Intermediate

Evaluating Reflective Agents

Advanced