Aide is an open-source AI-native integrated development environment (IDE) that runs on Swebench-lite using the latest agentic framework. It can provide code repair suggestions or inquire about potentially missing files. Aide achieves this by iterating through linter errors and leveraging LSP tools (such as 'Go to references') to pull relevant context. The key advantages of Aide include developer control, the experience of pairing with real engineers, quick invocation, and local-first intelligent processing. Aide aims to address maintainability and accuracy issues in AI editing within large codebases, resolving 43% of problems through SWE-Bench Lite testing, thus becoming the current best solution.