Code Repair
Domain: Code Generation
🎯 Motivation
When code has bugs, the model can analyze the error and generate a fix. Like having a debugging partner.
📋 Concrete Example
Broken code: ‘def add(a, b) return a + b’ (missing colon). Model: ‘Missing colon after the function definition. Fixed: def add(a, b): return a + b’
🔗 Analogy
A mechanic diagnosing a car - they hear the engine sputter, identify the problem (bad spark plug), and fix it. Code repair is the model diagnosing and fixing code bugs.