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.

Sidekick integrates AI directly into your browser to assist with coding tasks across any web-based IDE or documentation site. Highlight code or text to receive instant explanations, generate code snippets, and access library references. Use the built-in chat widget to ask follow-up questions or request improvements. Sidekick maintains context across pages, so you can continue a session while browsing multiple resources. It also offers snippet management to save and reuse generated code, boosting productivity and reducing context switching.