Your AI assistant in code reviews

Glidee-bot helps developers save time and effort while doing code reviews. It provides a curated list of files with current and predicted risk scores arranged in order of decreasing risk whenever a new pull request is opened.

This project got 3rd position in the MindsDB hackathon organized by hashnode:

How Glidee-bot works?

• A risk score is given to each file in a repository based on its probability of having bugs in the future. Glidee-bot calculates a current risk score based on an algorithm.

• The algorithm determines the score by looking at the commit history and commit recency. For example- a file modified with 10 bug fixes a week ago will score more as compared to a file modified with 2 bug fixes 2 months ago.

• Glidee-bot uses the commit history of a repository to train an AI model to predict the risk score of a file and displays predicted risks score along with the current score.

• Glidee-bot recalculates and updates the risk scores for all the files in real-time. The current and predicted risk scores are updated whenever a pull request is closed

• If you want to dig deeper, read this article that explains how glidee-bot works in detail

See Glidee-bot in action!

Glidee-bot adds this comment whenever a new pull request is opened

Glidee-bot adds this comment, whenever a pull request is closed

Setup

# Install dependencies
npm install

# Run the bot
npm start
or
npm run dev

Docker

# 1. Build container
docker build -t glide-bot .

# 2. Start container
docker run -e APP_ID=<app-id> -e PRIVATE_KEY=<pem-value> glide-bot

Contributing

If you have suggestions for how glide could be improved, or want to report a bug, open an issue! We'd love all and any contributions.

For more, check out the Contributing Guide.

License

ISC © 2023 vishesh-baghel