How I use AI through a repeatable and programmable workflow to stop fixing the same mistakes over and over

Quick context: I use AI heavily in daily development, and I got tired of the same loop. Good prompt asking for a feature -> okay-ish answer -> prompts to patch it -> standards break again -> rework. The issue was not "I need a smarter model." The issue was "I need a repeatable process." The real problem Same pain points every time: AI lost context between sessions it broke project standards on basic things (naming, architecture, style) planning and execution were mixed together docs were always treated as "later" End result: rework, manual review, less predictability.