ShopifyDifficulty: Advanced
Building an agentic harness that outlasts the model
Designing an AI-driven code review system that detects security vulnerabilities, validates them through testing, and generates fixes abstracted from underlying model changes.
Interview angle
How would you design a maintainable AI-powered security system that remains effective as underlying models evolve?
- Failure / topic
Model instability and obsolescence in production AI systems
- Source
- shopify.engineering