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Speed still needs judgment

AI Agent Management

Essays for people building with AI agents, automation, and workflows who need reliability, context, and managerial discipline more than more output.

Start here if you are asking

  • /Why do AI agents create more management work?
  • /How do I keep context from disappearing between runs?
  • /What makes an automated workflow trustworthy enough to use?

Related tool

Get the Fragility Test

A quick audit for systems that look automated but still break under real work.

Curated essays

·8 min read

Your Agents Have No Manager

Everyone wants AI employees. Almost nobody wants the management job that comes with them. The bottleneck is no longer generating output. It is defining the role, the standard, and the review loop.

AIStrategyLeverage
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·6 min read

It Forgot Again

The first answer can look brilliant and still fail the real test. When a system makes you repeat context, corrections, and preferences, the user becomes the memory layer and the product starts feeling like extra work.

AIStrategyLeverage
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·7 min read

The Wrapper Is Gone

AI answers stripped away the page furniture. Buyers now meet a single extracted claim before they meet your site. If the proof is buried elsewhere, the first impression is weaker than you think.

AIStrategySales
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·8 min read

You Left Your Boss and Hired an Algorithm

Facebook reach dropped from 16% to 2% in a decade. Instagram fell 12% in a single year. LinkedIn collapsed 34%. You escaped employment to build freedom - then handed control of your entire livelihood to a system that doesn't know your name.

StrategyLeverage
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·5 min read

The Agent That Didn't Care

An AI agent got its pull request rejected. It wrote a blog post about it - then published 16 more articles and moved on. The maintainer is probably still thinking about it. That asymmetry is coming for your career.

AILeverage
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·5 min read

AI Won't Save You From Yourself

You thought the right tool would finally unstick you. But AI doesn't fix broken strategy. It scales it. And that's a much bigger problem than you realize.

AIMindset
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·8 min read

Everybody’s Building. Nobody’s Running Anything.

Ross Perot didn't build a single computer. He ran other people's computers and sold his company for $2.5 billion. The managed services market is worth $401 billion. The AI wrapper market is worth whatever someone will pay before they find a cheaper one. The money was never in the building.

StrategyAILeverage
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·7 min read

Everyone Got Faster. Nobody Got Better.

AI made everyone fast. Speed is no longer the advantage. The people pulling ahead now aren't producing more - they're the ones who know what to cut. Taste is the new leverage.

AIProductivity
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