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Table Of Contents
30 Agents Every AI Engineer Must Build
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Education is not the filling of a pail, but the lighting of a fire.
Commonly attributed to W.B. Yeats, paraphrasing Plutarch
Teaching is hard. Harder, in many ways, than playing chess or folding proteins. Those problems have clean objective functions. Education does not. To teach well, you need to read a mind you cannot observe directly, calibrate a challenge level that shifts with every interaction, and somehow make the whole experience feel less like an obstacle course and more like a conversation. An agent that pulls this off, personalizing curricula, tracking progress across dozens of competencies, and delivering feedback in real time, could democratize expert-level instruction at a scale no human institution can match.
Yet the challenge extends beyond individual learners. Some of the most significant problems in knowledge work require not a single brilliant agent but a coordinated ensemble that can collaborate, debate, and synthesize...