Fast Checks for Code Generation

I’ve been thinking a lot about code generation with AI agents lately, and wanted to start writing a bit about how I’m approaching the problem. I’ve been using AI-assisted workflows since ChatGPT came out but care a lot about code quality and maintaining a good mental model for the work I’m doing. In the early days I would mostly use these tools for scaffolding, but I’m finding we’re at a bit of an inflection point…