See how engineers think when systems are real

Deadnodes is a practical intelligence platform: individual scenarios for systems engineers, private team competitions, technical interview workflows, and an adaptive learning layer now in development.

• Hands-on practice: live systems · task checks · AI review (available)
• Team challenges: same scenario · private ranking · chat (available)
• Interview Intelligence: meeting · task · code · evidence report (pilot)
• Adaptive learning: personal next step · format · retest (in development)