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Notes from building things that hold up

Notes on revenue-critical code, plugin modernization, founder engineering, and products that last.

Almost everything here comes out of the same kind of work: the parts of a product where being wrong is expensive and the failure is quiet. Billing that has to survive a retry, a plugin you cannot take offline because thousands of sites are running it, a decision a founder cannot fully delegate. I write these to think properly about a problem rather than to publish on a schedule, so each one is opinionated, tries to name the trade-off honestly, and says where I would do the opposite. Start with a topic below if you want the argument as a body of work rather than a list of posts.

18 posts
Products that last cover
14 min read
Products That Last

Cognitive debt is cheap until the code takes money

Cognitive debt costs you a slow refactor in most code and a wrong payment in billing code. How to scale AI review to what breaks when you are wrong.

ai
code-review
code-quality
billing
maintainability
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