Sandbox Labs
AI Pair Programming
Collaborate with the Shadow Coding Pair AI assistant.
The Shadow Coding Pair AI is your intelligent coding companion available in every lab.
Activating the AI
Open Shadow Pair from the lab workspace side panel.
Asking Questions
Describe your problem or ask for help. The AI can explain concepts, suggest fixes, and review your code.
Signal contribution
Shadow Pair sessions, lab hints, and automated lab review all count toward AI collaboration on your Capability Signal Dashboard (`/account/portfolio`).
Learning Together
Use the AI to learn—ask it to explain why something works, not just how to fix it.