I have my own tooling set in every project https://www.minid.net/2026/6/1/my-ai-workflow. I have couple dozens of make commands, that perform all the checks. I can do them manually after I finish coding or, I relegate these to the AI. If something is wrong, that's when I intervene. If nothing is wrong, that's because I've spent quite some time checking every single change.