Free Assessment
AI Coding Scorecard
7 questions. 2 minutes. Find out where your AI coding workflow breaks down — and what to fix first.
Do you write structured specs before AI generates code?
AI fills gaps with assumptions. Specs tell it what you actually need.
Is your design system linked to your components?
When AI generates UI without knowing your design system, visual inconsistencies pile up.
Do you run reviews on AI-generated code before it merges?
AI code passes tests but ships logic errors. Human review catches what linters miss.
Do you track bugs introduced by AI tools separately?
If you can't see the pattern, you can't fix the root cause.
Do you have an AGENTS.md or AI workflow documentation?
Without context, every AI session starts from zero. AGENTS.md is memory for your AI tools.
Do you have error monitoring in production?
AI code ships hidden errors. You need to know when they surface.
Do your AI tools have access to your full project context?
AI without context guesses. AI with context executes.
Want someone to interpret your score?
Book a free 15-min call and we'll walk through what your answers mean for your specific stack.