Defend Against Defects and Technical Debt in Your AI-Generated Code Storyboard

Author(s): Caleb Pittman

This research walks teams through tool scoping, guardrail design, and a phased rollout plan.

  • Map where AI-generated code fits across your SDLC and prioritize the highest-risk stages.
  • Translate defects into standards and prompting rules.
  • Sequence implementation with a Now, Next, Later roadmap tied to measurable outcomes.