Demo Gallery
Real GitHub contributors with their consent. Click any card to see the full capsule render — same view a hiring client gets via tokenized share link.
By verdict type
Senior IC · Backend
Maya Chen
🟢 AI-fluentDistributed indexing service. Rich CLAUDE.md (52 specific rules), spec/code coordinated commits, PR comments cite Copilot review.
Staff IC · Infrastructure
Erin Wallace
🟢 Strong craft · AI signal n/a10+ years OSS contributions, deep refactor history. No AI artifacts visible — recruiter judgment whether AI fluency matters.
Senior IC · Full-stack
Daniel Torres
🟡 Promising · needs depth probeStrong React/TypeScript work, but backend depth not evidenced. Worth a system-design probe specific to the gap.
Mid-Senior · Backend
Priya Sharma
🟡 AI use, craft gapsHeavy Cursor usage in commits, but module boundaries unclear, no tests at seams. AI use can amplify weak architecture.
Senior IC · Frontend
Marcus Rivera
🔴 Craft concernsTangled component hierarchy, no test coverage, repeated bug-fix cycles. Concern is craftsmanship — independent of AI.
VP Engineering
Jordan Patel
⚪ Insufficient evidenceLast public commit 2019. Most recent work in private GitLab/internal repos. Recommend live coding session or reference deep-dive.
Each capsule above is a real run on a real candidate
The verdict, atom answers, and anchor evidence are exactly what a recruiter would see after running their own candidate. The hiring client (your customer) sees the same artifact via tokenized share link.
Ready to run on your candidate? Single capsule starts at $29, no subscription.