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Essays and field notes from a team that's been building and running custom software since 1993. What we've learned about requirements, AI, legacy systems, and keeping software alive for years.

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Cleaning up your data is the easy part

Auditing your data before you buy an AI tool is the easy part. Keeping it clean is the half that decides whether any of it survives the year.

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Drew Linn CEO September 29, 2026 4 min read
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