🤖 Reinforcement Learning Verifiable Environment

Advanced SQL Debugging
RL Environment

Agents learn to diagnose and repair broken SQL pipelines. A sandboxed DuckDB executor evaluates every submission with a dense reward signal.

📖 View Full API Documentation →
7
Challenge Tasks
DuckDB
Sandbox Engine
Live
Verifier
3
Advanced RLVE
🐞 Broken Pipeline Code
Initial SQL (Failing) SQL
🤖 Agent Submission Sandbox
Agent Fix Attempt SQL — editable
📊 Verifier Output
Agent standing by… Load a task and submit a fix.