ChallengesComing Soon

Challenges that behave like production.

These challenges won't be sandboxed trivia. Misconfigure a queue and it will fail the way production fails.

Challenges are hands-on, not toy problems.
They'll involve real Slurm behaviors, not contrived exercises.
Early subscribers get access first.

Why the wait

We're delaying release to protect quality and realism. The infra has to reproduce real queue pressure, backfill churn, and node failures, plus grading that matches how operators diagnose issues. We'll open small cohorts as that stack hardens.

Early Access

Get first access when Challenges open.

We open Challenges in limited cohorts while infra scales. Subscribers get the first invites and the build notes behind each scenario.

Priority invite to the closed beta cohort.
Scenario briefs and infra readiness updates.

Limited cohorts. Early subscribers get access first. No spam.

Example Challenges

Titles only, no spoilers.

Queue Starvation Triage
Fair-Share Drift Investigation
Backfill Strategy Autopsy
GPU Drain and Recovery
Priority Inversion Debug
QoS and Account Policy Audit
Preemption Storm Control
Node Health and Epilog Failures