Your AI employees need a handbook
I've seen people try Claude or ChatGPT, get mediocre answers, and conclude AI is overhyped. But the power of agents doing real
4 Mar 2026 · 5 min readWhat happens when AI hits real systems
CTO building AI products, CIO running enterprise technology. Working notes from both sides. About →
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Essays and notes that best show how I think.
My agent use cases, part 2
In part 1 I covered the straightforward agent use cases: copyediting, onboarding, expense reports, Jira management. Those are about doing existing tasks faster. The
1 Mar 2026 · 4 min readThe complements to AI will increase in value
Here's a model I use to think about how AI will change work. Some parts of every activity will cost 1,000x
4 Aug 2025 · 2 min readLatest notes
Shorter ideas, quick updates, and experiments in progress.