Why it matters

Reflection shapes learning + quality. Understanding shapes design.

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The architecture

Execute plan / decision.

Reflect: what worked + failed.

Adjust future.

Multi-agent reflection loopExecuteas teamReflectpost-hoc analysisAdjustnext roundExtends single-agent reflection to team level; higher-quality but expensive
Multi-agent reflection.
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How it works end to end

Team-level Reflexion.

Learning from outcomes.

Memory of past decisions.