7 Steps to Build Expert AI Agents with Continual Learning

MaryamMiradi · x · 2026-08-19

A 7-step roadmap to transform an AI agent from a "smart novice" to an expert using continual learning. Intelligence alone doesn't equal expertise. Key steps include defining the agent's micro-world (tools, rules, constraints) and capturing full experience logs with feedback for iterative improvement.

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