Game Setup
Accessibility
Progress
Level 1 · 0 XP
Workflow Board
Scenario
Mode
Difficulty
Score0
Time00:00
Moves0
Hints0
Choose the missing workflow stage
Keyboard Controls
Use arrow keys after selecting a card. Press Delete to discard distractors.
Accessible Workflow Order
Performance Reports
How to Play
- Choose a scenario, mode, and difficulty.
- Drag cards into a sensible end-to-end order.
- Move distractors into the discard zone.
- Use hints when a dependency is unclear.
- Submit, review mistakes, and improve the next round.
Why monitoring follows deployment
Production data changes. Monitoring detects drift, service failures, fairness problems, and declining business value. These signals can trigger rollback or retraining.
MLOps Glossary
Data leakage
Information unavailable at prediction time enters training.
Model drift
Production relationships change and reduce model quality.
Release validation
Final technical and governance checks before deployment.
Rollback
Return service to a safer model version.
Retraining
Create a refreshed model using newer evidence.