STABILIZE THE CHAOS.

// Learn AI engineering by repairing broken pipelines.
Latency. Hallucinations. Cost.

[ INITIALIZE ][ SOURCE CODE ]

REAL-WORLD CHAOS

Debug realistic distributed system failures. Race conditions, memory leaks, and network partitions.

LIVE ENVIRONMENT

Full ephemeral Linux environments. Root access. Real tools. No mockups.

ENGINEERING MASTERY

Prove your skills. Climb the global leaderboard. Earn your rank.

< SYSTEM TRACKS />

// Choose your path. Master the chaos.

01

AI ARCHITECT

// 9 missions | EASY → HARD

The Token EconomistEASY
The Context LossEASY
The Lost ChunkMEDIUM
The Wallet BurnerHARD
The Agentic DeadlockHARD
VIEW TRACK

< ABOUT TENTROPY />

TENTROPY is an open-source platform built for engineers who want to master AI system design through hands-on practice. We simulate real production failures in ephemeral environments where you can break things, learn, and level up your skills.

NO SIGNUP WALLS

Start coding immediately. No forms, no barriers.

OPEN SOURCE

Every challenge, test case, and solution is public on GitHub.

COMMUNITY DRIVEN

Built by engineers, for engineers. Join the movement.