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I’ve been building my own software factory over the past year. It again changed the way how I do software engineering fundamentally - similar delta compared to coding by hand vs using agents. I’m thinking of writing a blog post about it. What are your biggest questions?

- what % of code do you still read? - how do you measure the speed up/ROI on tokens? - where do the bottlenecks shift to? - did you invent new ways to do QA?

Great questions. I'd say I read a relatively low percentage of the code, and I'm rather looking for signals that tell me something is wrong, the same way how a chef in a restaurant might taste something a little bit but doesn't taste everything that goes out of the kitchen.

I'm doing pretty extensive bottom-up measurements with an OpenTelemetry stack where I can see pretty clearly how things get faster and more efficient, and I also get a better sense on how to measure complexity.

Bottlenecks are clearly in the intent layer, as it should be. Therefore, the things I want the factory to do.

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