Why it matters
Reflection is quality-boosting pattern. Understanding shapes advanced agents.
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The architecture
Generate attempt.
Evaluate: success or failure.
Reflect on trajectory.
Retry with reflection.
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How it works end to end
Evaluator: LLM-as-judge or verifier.
Reflector: analyze trajectory.
Bounded retries.
Memory of reflections helps.