AI-powered work simulations, built to evaluate judgment.
Secondframe uses AI-powered Work Simulations to help you assess how candidates reason through ambiguity, constraints, and real-world trade-offs, which are the signals that predict impact on your team.
Incident Resolution
A critical data pipeline is failing intermittently, causing delays in downstream processing. You have limited information and several teams are involved.
01Work Simulations
Candidates work through realistic, open-ended work simulations that mirror the complexity of engineering. Not what they memorized.
Architecture decisions
Evaluate how candidates design systems, make trade-offs, and adapt to evolving constraints.
Incident resolution
See how they triage issues, reason with incomplete information, and prioritize under pressure.
Systems reasoning
Assess how they break down problems, surface assumptions, and evaluate consequences.
02Structured Judgment Profiles
Every assessment produces a signal-rich profile across five core dimensions of engineering judgment.
Frame interrogation
How deeply they question and clarify the problem.
Assumption surfacing
How well they uncover hidden assumptions.
Consequence tracing
How thoroughly they anticipate outcomes.
Constraint integration
How effectively they balance real-world constraints.
Communication calibration
How clearly they communicate and adapt their message.
03Internal team benchmarks
Establish an internal hiring bar for each role and level.
Senior Backend Engineer
Compare candidates against the people who already succeed on your team.
04Industry benchmarks
Get external context to make more confident, data-informed hiring decisions.
Staff Frontend Engineer
Get external context to make more confident, data-informed hiring decisions.
05Built for structured hiring decisions
Consistent comparisons
Evaluate candidates on the same signals that matter.
Shared language across panels
Align hiring teams with clear, structured judgment dimensions.
Observable signals
Grounded in what candidates actually say and do.