Improve Agent Mode Code Generation Reliability and Validation Process

Resolved 💬 13 comments Opened Jul 18, 2025 by EARTHTOEDWARD Closed Jan 6, 2026

Improvement
Claude code is fantastic. Lets make it better. At the moment in agent mode when it completes a task it says things like 'ive successfully completed x and y. ' and then makes a set of claims about what it has done. normally the first time this is complete nonsense. It usually takes 8 to 10 goes to sort out the problems, and sometimes they fail anyway. So my suggestion is don't make these claims! change the prompt response to something like 'ive implemented a first draft of the changes, now lets test them to see what weve got' or something like that. More broadly still, look at git: BMAD-method, that haa more sophisticated ways of building apps. Essentially BMAD is using an architecture much closer to what professional software engineers use, both in documentation and implementation and testing. If you set this up as a default, the quality code will be much better. I'm a no coder, but i want my code to be enterprise quality. so does everyone else. Claude Code can pull ahead of everyone even more if it does this.

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