Harnessing AI for Better Code Quality
Can AI help you write good code, not just more code?
Most teams are using AI tools without structured practice leading to a day of reckoning as the inherent qualities of agent generated code leads to maintenance and support issues.
I’m proposing a human-supervised Plan-Do-Check-Act approach based on the Agile practices we already know work to help us wrangle AI away from technical debt generator towards a tool for more sustainable development:
Plan: Use AI to analyze codebases and prevent architectural drift
Do: Generate code with structured prompts and active oversight
Check: Validate against an explicit definition of done
Act: Retrospect to continuously improve human/AI interactions
I discuss my working agreements, prompt templates, and measurement strategies designed to keep humans engaged, empowered, and accountable.
Can we make AI work for our codebases instead of against them?
Read details of the framework 👉: https://lnkd.in/dVV6xt2N
#AgileDevelopment #AIProductivity #CodeQuality #SustainableDevelopment
