Technical hiring that
survives AI
Candidates debug a live application with real tools. Every session includes an LLM baseline so you see exactly what the candidate adds beyond the machine.
Technical hiring that scales
Live debugging, not trivia
Candidates solve real problems in a sandboxed environment with IDE, terminal, and observability tools. No algorithm puzzles. Actual debugging.
Measured against an LLM baseline
Every session includes what ChatGPT alone produces. You see exactly what the candidate adds: judgment, instincts, knowing when the AI is wrong.
Review candidates in minutes
Timeline view, key moments flagged, AI summary as a starting point. Full evidence available if you want depth. No more hour-long take-home reviews.
Affordable at scale
Simple, transparent pricing. No per-seat licenses, no minimum commitments. Run 10 assessments or 1,000.
A complete debugging environment
Candidates work in a sandboxed environment with the same tools they'd use on the job. No artificial constraints.
How it works
Pick a scenario
Choose from our template library or bring your own production issue. We'll set up the environment.
Candidate debugs live
60 minutes in a sandboxed environment with real tools. We capture every interaction server-side.
Review the evidence
Timeline, key moments, LLM baseline comparison. Make decisions in minutes, not hours.
See how it works for your team
Drop your email. We'll send you an example assessment and walk you through the platform.