
In Practice: What We Find When We Rescue a Software Project
In Practice is a recurring column about what actually happens inside software engagements. Not frameworks, not advice. What we find, what goes wrong, and what it means.
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In Practice is a recurring column about what actually happens inside software engagements. Not frameworks, not advice. What we find, what goes wrong, and what it means.

Most founders who've been burned by an agency tell the same story. The timeline slipped, but not catastrophically. The deliverables were hit, more or less. The handoff happened. And then they were left holding a product they didn't fully understand, built on decisions they weren't consulted on, by people who had already moved on to the next contract. That's not a horror story. That's the outsourcing model working exactly as designed.

Project Turnkey started as one thing: an ML-powered lease analyzer. Clear problem, clear value. I could have had it behind a paywall in two weeks. Instead, I kept building — and the reason wasn't what I thought it was.