How to design technical hiring loops that produce consistent decisions across panels
Technical hiring loops produce inconsistent decisions across panels for reasons that general structured interview discipline doesn't fully address. Engineering panels operate with technical judgment patterns that vary substantially across engineers. The four disciplines that produce technical hiring consistency — panel composition logic, evaluation protocols producing evidence, technical calibration practices, edge case routing for borderline decisions.