Detecting bugs
📄️ Challenges & Ideas related to automated bug detection
An overview of the process of creating an algorithm to identify bugs
📄️ Collect examples by extracting fix commits
Global Goal
📄️ Creating a dataset of bug examples
Question
📄️ Deep learning to find bugs
A review of the following technical report published in 2017:
📄️ Detect bug with ChatGPT from a commit
Question
📄️ Explaining a diff commit file
Question
📄️ Finding and Fixing bugs with Machine Learning
A review of a microsoft blog post published in 2021.
📄️ How do you find bugs using ML
TLDR;
📄️ Implementation Roadmap
What is the feature?
📄️ Why it does not work
After some research, we did not success to correct bugs with AI. Here is why.
📄️ Using QRQCs
I have read several QRQCs and generally, they pertain to "hard to detect" bugs.