The PR workflow with AI-assisted dev needs one critical addition: prompt versioning. When your system prompts affect code generation quality, changing a prompt is effectively changing your "compiler." Track which prompt version generated each PR so you can correlate code quality with prompt changes. I keep my system prompts in the repo alongside the code — they get reviewed in PRs just like any other config that affects output.