Dev.to
7/18/2026

The original title is: "AI-Driven Development Readiness Check: A free in-browser team assessment tool"
Original: Is Your Team Ready to Embrace AI? I Built a Free In-Browser Assessment to Find Out
Short summary
AI-Driven Development Readiness Check is a free, open-source, in-browser self-assessment tool that scores teams on 34 questions across five axes: Documentation, Process, QA, AI Usage Framework, and Project Suitability. It produces a score out of 100, an AI Adoption Level (1-5), and a concrete list of improvements. The tool runs entirely client-side with no data sent to servers, and includes fatal precondition checks for basics like Git, code review, specs, and tests.
- •34-question assessment across 5 axes: Documentation, Process, QA, AI Usage Framework, Project Suitability
- •Outputs include score/100, adoption level 1-5, per-process AI fitness, and a phased roadmap
- •Fully in-browser, MIT licensed, no sign-up or data upload required
Generated with AI, which can make mistakes.
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