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AI Transformation

3 articles on ai transformation

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I Built a Production SaaS in 32 Days. Claude Wrote Our Story.

AI Transformation · Mar 2026 · 8 min read

I Built a Production SaaS in 32 Days. Claude Wrote Our Story.

Four questions at midnight. 243,000 lines of code. $400. One person. Then I asked Claude to write what it saw from the other side.

The Cost of Bolt-On AI Is Invisible Debt

AI Transformation · Mar 2026 · 5 min read

The Cost of Bolt-On AI Is Invisible Debt

Bolt-on AI ships fast. Then the second feature fights the first. The third breaks something that worked. You are not building a product.

AI Roadmaps Fail When They Ship Features

AI Transformation · Mar 2026 · 4 min read

AI Roadmaps Fail When They Ship Features

Most AI roadmaps fail because they ship features instead of systems. When AI is layered on rather than architected in, adoption stalls and value fragments.