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Small changes still matter when AI writes the PR

Supermancho offers a different experience of AI-assisted development: keep changes small, perform self-review, and agree on conventions through team review. Their team has also used AI to remove duplication. The workflow around generated code matters as much as generation itself.

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“I don't understand this slop debt either. I make lots of small changes, as I did before, alongside self-reviews. This time, the AI puts”

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I don't know. We've managed to avoid most of this, I think. We have tech debt, but it feels more like regular tech debt than sloppy engineering practices. What's worked for us: - Very strict linting, type checking, and so on. - An opinionated flow of data and clear layers in the codebase. - Good code review workflows with multiple AI code reviewers, along with a pretty opinionated SDLC. - Agents that look for duplication and opportunities to simplify. - Strong opinions about our core data model. I really think that the companies that are struggling with slop probably struggled with slop before. It just moved slow enough that things could be f…

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