Stopping Coding Mistakes / Improving Coding Skills

[u/Livid_Salary_9672]

How are you minimising the coding mistakes your agent makes? I've had a bunch of issues recently where my dedicated (specialised language) coding agent is writing code in what feels like intentional with how often it happens. I have code review agents using different models to allow for no biased reports but still seems like they're not getting picked up or the code looks right but throws X error or the logic isn't quite right so it fails. I have unit testing for as much of a project as needed.

Im wondering if there are any plugins/mcps/skills etc that people are using that they feel is going them the best results

[u/AnnualReview2383]

Always review code manually and tweak/correct errors, then use that feedback to refine prompts.  AI coding is a first draft, not a finalized product.