Why not get it 1st time right before it's sent to the Sr. Devs?
Granted AI creates sloppy code, but there are ways to make it Sr. Dev grade, mainly by getting rid of what I call Builder's Debt:
- iterate the shit out of it to make it production grade OR
- extract ACs from Jira, requirements from docs, decisions and query resolutions from Slack, emails, meeting notes, stitch them together, design coding standards relevant to the requirements and context before coding