SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]
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Experience-Driven Black-Box Cost Control for Coding Agents
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.
Upload once to create multiple, relative PRs. Productivity-focused git tools with patch revision tracking, rebase detection and more. Uses python and git plumbing commands.
Transform Git history: rewrite, clean, and optimize your repositories with ease.
One isolated Lima VM per GitHub project — sandboxed Claude Code/Codex, Docker, Node, signed git