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A one-page visual reference for agent loops, tool calling, memory patterns, and production guardrails. Pin it above your desk.
The core cycle every agent follows — from perception to action to reflection.
Short-term context, long-term retrieval, and episodic memory for agents that learn.
Rate limiting, input validation, output filtering, and cost controls.
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