Entropy Happens: What AI Agents Expose
Leadership wants 10x from AI. But coding was never the whole job, and automating one part of it just moves the pressure somewhere else. What agents really expose is the entropy already in the system.

Insights, stories, and frameworks for tech leaders building the future of work
Leadership wants 10x from AI. But coding was never the whole job, and automating one part of it just moves the pressure somewhere else. What agents really expose is the entropy already in the system.
Every manager learns not to be the person with all the answers. AI tooling is quietly reopening the question: how close to the work should leaders actually be?
Tech debt is inevitable. The real leadership failure isn’t creating it — it’s pretending you didn’t. This is about conscious trade-offs, timing, and how AI is changing the economics of paying tech debt down.
Why measuring productivity the wrong way quietly destroys team trust, and how to measure what actually matters.
Personal experience of hiring and making a bad decision (hint they werent human).
AI is here to stay, what habits do leaders need to unlearn?
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