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bumpgen

bumpgen AI Agent
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Overview

An AI agent that automates the upgrading of npm packages and resolves associated breaking changes in TypeScript projects.

bumpgen is an AI-driven tool designed to automate the process of upgrading npm packages in TypeScript and TSX codebases. By analyzing build errors and utilizing an abstract syntax tree (AST) generated through ts-morph, bumpgen identifies and resolves breaking changes that occur during dependency updates. It integrates with large language models, such as OpenAI's GPT-4 Turbo, to generate code fixes, streamlining the maintenance of up-to-date and secure dependencies. Additionally, bumpgen offers a GitHub Action for seamless integration into CI/CD pipelines, facilitating automated dependency management.

Autonomy level

81%

Reasoning: Bumpgen demonstrates high autonomy through its automated dependency management capabilities using AI-powered code analysis and fixes. It autonomously performs package version upgrades in TypeScript/TSX projects through AST analysis of code dependencies and relationships. The system automatically generates ordered plan graphs for systematic code mod...

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Some of the use cases of bumpgen:

  • Automating the upgrade of npm packages in TypeScript projects.
  • Identifying and resolving breaking changes during dependency updates.
  • Integrating automated dependency management into CI/CD pipelines.
  • Maintaining secure and up-to-date codebases with minimal manual intervention.

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Popularity level: 64%

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