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CraftScore
Measure engineering craft, not AI output.
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?
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.
On the analytics side, CraftScore competes within Hiring, SaaS and Developer Tools — topics that collectively have 576.5k followers on Product Hunt. The dashboard above tracks how CraftScore performed against the three products that launched closest to it on the same day.
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.
For a complete overview of CraftScore including community comment highlights and product details, visit the product overview.