2 posts tagged with #Ai-Generated-Code
A short AI-generated diff can cross validation, request, persistence, and test boundaries. Review the named code entities, the evidence, and the rollback seam—not only the lines that changed.
Shinjae Kang
Read
The first merge gate catches obvious AI coding mistakes. A repeatable review harness catches the slower failures: drift, missing rollback paths, weak tests, and agent changes that look fine until production maintenance begins.
Shinjae Kang
ReadAlso see: #Laravel #Vue #Coding-Agents #Code-Review #Git
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