Reflexion

Definition

A pattern where an AI agent reviews its own failures and writes notes to itself to do better next time.

An agentic technique in which the agent generates self-critique of failed trajectories and stores the reflections in memory to improve subsequent attempts.

Also called: Reflexion-style

Mentioned in 2 episodes

1. 078
   Training a Markdown File: When LLM Self-Improvement Borrows the Discipline of Neural Net Training
2. 030
   Why Your AI Agent Won't Stop Working — and Each Model Falls for a Different Trap