Learning path

Operator & delegation

You hand work to agents rather than code yourself. Learn to watch before delegating, loosen the leash safely, set control gates, and read the true cost of speed.

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01 How you changeNobody is born knowing how to manage an agent — here are the four stagesThe dangerous stage is not when you are new. It is when you already feel like you know what you are doing. Read → 02 How you changeWatch Before You Delegate — Even After Two YearsThe same agent behaves differently across domains. And when you enter a new one, even experienced operators need an observation round first. Read → 03 Autonomy — how far to let goAutonomy is not an on/off switch — it is a dialThe right question is not 'can I trust it?' It is 'for this task, at this step, with these consequences — where does the gate go?' Read → 04 Autonomy — how far to let goYou don't choose between babysitting and looking away — put a gate inside the runThe 'approve every step' vs. 'let it run to the end' binary is a false choice. The third way: let it run on its own, but place one gate right at the point of no return. Read → 05 Economics & tradeoffsTenfold Is the Sticker Price. What You Take Home Is the Real StoryProductivity with agents: why it feels 10× faster while the project doesn't move 10× — and how to measure the real number Read → 06 Economics & tradeoffsThe Agent Isn't Expensive. Your Task Selection Is.Every agent call carries a fixed overhead cost — and for tasks below a certain threshold, that cost eats your savings whole. Read → 07 Production in the wildIt's right twenty times, so you stop looking. The twenty-first bites.Trust drifts up with each success — which is exactly how it banks risk without you noticing Read →

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