Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair
Han Zheng, Ilia Shumailov, Tianqi Fan, Aiden Hall, Mathias Payer
2025-05-21
Summary
This paper talks about a new way to automatically fix thousands of computer program bugs quickly and cheaply.
What's the problem?
Fixing bugs in software can be really expensive and time-consuming, especially when trying to get computers to do it automatically.
What's the solution?
The researchers used a method called crash-site repair along with special templates to guide how the fixes are made, which helps the computer repair programs using fewer resources and at a much lower cost.
Why it matters?
This approach could make software more reliable and safer for everyone, while also saving companies a lot of money and time by making automatic bug fixing much more practical.
Abstract
Crash-site repair and template-guided patch generation reduce token costs and improve bug-fixing rates in automated program repair.