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CraftScore

Measure engineering craft, not AI output.

Hiring
SaaS
Developer Tools
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Hunted byRicardo SantisRicardo Santis

Traditional metrics are broken in the AI era. CraftScore helps engineering leaders measure true craft—analyzing code review discipline, refactoring cycles, and behavioral patterns to surface who truly understands the system.

Top comment

Hey Product Hunt! 👋 I’m Ricardo, co-creator of CraftScore. As a Full Stack Developer, I’ve seen firsthand how AI coding tools exploded PR throughput and commit velocity. While shipping faster is great, traditional engineering dashboards got noisy — volume went up, but visibility into true system understanding went down. We built CraftScore to shift the focus from raw output back to engineering craft. It analyzes behavioral patterns like review discipline and refactoring cycles to give leaders a real signal of quality in an AI-driven codebase. We’d love your feedback, questions, and thoughts! What metrics matter most to your engineering team today?

Comment highlights

The focus on refactoring cycles alongside review discipline feels like a genuinely useful signal, not another vanity dashboard.

About CraftScore on Product Hunt

Measure engineering craft, not AI output.

CraftScore was submitted on Product Hunt and earned 4 upvotes and 2 comments, placing #152 on the daily leaderboard. Traditional metrics are broken in the AI era. CraftScore helps engineering leaders measure true craft—analyzing code review discipline, refactoring cycles, and behavioral patterns to surface who truly understands the system.

CraftScore was featured in Hiring (15.4k followers), SaaS (43.6k followers) and Developer Tools (517.5k followers) on Product Hunt. Together, these topics include over 141k products, making this a competitive space to launch in.

Who hunted CraftScore?

CraftScore was hunted by Ricardo Santis. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Want to see how CraftScore stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.