SWE-agent is a developer-focused AI agent framework that integrates with GitHub to autonomously diagnose and resolve code issues. It runs in Docker or GitHub Codespaces, uses your preferred language model, and allows you to configure tool bundles for tasks like linting, testing, and deployment. SWE-agent generates clear action trajectories, applies pull requests with fixes, and provides insights via its trajectory inspector, enabling teams to automate code review, bug fixing, and repository cleanup efficiently.

Doc Genius AI scans your codebase, identifies modules, functions, classes, and variables, then generates detailed documentation and README files. It supports Python, JavaScript, Java, and other major languages. Users can customize prompts, templates, and output formats. The tool integrates with GitHub for pull-request documentation checks and works in CI/CD pipelines. It ships as an npm package and a cross-platform CLI, making it easy to install and integrate into existing workflows.