Interactive Staging Sandbox · Live Evaluation

The Citadel Flight Simulator

Test how academies eliminate grading fatigue with deterministic Socratic incident simulations, and how engineering creators launch interactive arcades with 50% revenue share.

Axiom-Ledger-Recon.sql · DuckDB WASM Live Sandbox
DETERMINISTIC EVALUATION
Production Incident Injected (Simulated Day 4 Task)

A high-throughput settlement batch reports variance between batch balances and transaction records. Write the diagnostic query to isolate affected accounts.

Simulates instant 5-second deterministic grading for entire cohorts.
Economic Impact

Eliminate 15+ Hours/Week in Instructor Fatigue

Traditional bootcamps rely on manual code reviews and multiple-choice quizzes that fail real-world hiring filters. The Citadel replaces manual grading with deterministic live-fire incidents.

Co-Branded Academy Matrix

Track student progress, attendance, and incident solving speed in real time.

Cheat-Proof Socratic Gatekeepers

Adversarial LLM gatekeepers test actual conceptual grasp, not copy-pasted ChatGPT answers.

Zero-Friction Student Onboarding

Bulk invite cohorts via CSV or share a dedicated academy registration portal.

Activate Your Dedicated Staging Sandbox

Get immediate access to test custom scenarios with your instructional team or review curriculum integration with zero obligations.