A combination of static analysis trying to reproduce the problem 1st, then trying various fix-suggestions and verifying they work and do not cause other regress

A combination of static analysis trying to reproduce the problem 1st, then trying various fix-suggestions and verifying they work and do not cause other regressions are a few of the steps that will need to be involved. Before an experienced developer can review this "very-junior dev"/AI work before pushing to the main of any commercial applications. The design partnership offer of https://www.linkedin.com/company/logicstar-ai/ https://www.linkedin.com/company/logicstar-ai/ stands if you have core Python for now. More languages will come once we get real-world feedback as a proof of concept.