It is an AI agent called bumpgen that upgrades npm packages, specifically for TypeScript and TSX projects, while automatically making necessary code changes to address any breaking changes caused by the upgrades.
It is an AI agent called bumpgen that upgrades npm packages, specifically for TypeScript and TSX projects, while automatically making necessary code changes to address any breaking changes caused by the upgrades. Bumpgen is designed to simplify the process of updating dependencies by analyzing the codebase, identifying breaking changes, and applying fixes to ensure compatibility with the new package versions. It uses an Abstract Syntax Tree (AST) generated by ts-morph to understand the code structure and a plan graph, inspired by Microsoft’s codeplan, to propagate fixes across the codebase. The tool leverages OpenAI’s GPT-4 Turbo model to process the AST, plan graph, and error context, enabling it to resolve issues effectively.
To use bumpgen, users need an OpenAI API key and must specify the package and version they want to upgrade. It can also be run interactively to select packages from a menu. Additionally, bumpgen offers a GitHub Action that integrates with dependabot or renovatebot PRs, automatically committing fixes to the branch if breaking changes are detected. However, users must provide a GitHub Personal Access Token to trigger other CI workflows.
Currently, bumpgen supports only TypeScript and TSX, with plans to expand to other strongly typed languages like Java, Go, C#, and Python. It is benchmarked against a suite of version bumps with breaking changes, and its performance evaluations are publicly available. Contributions to the project are encouraged, and users can join the Discord community for support and collaboration. Bumpgen is open-source and available on GitHub under the xeol-io repository.
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