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# Codebuff
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**Open-source AI coding assistant** that edits your codebase through natural language instructions. Instead of using one model for everything, it coordinates specialized agents that work together to understand your project and make precise changes.
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Codebuff is an **open-source AI coding assistant** that edits your codebase through natural language instructions. Instead of using one model for everything, it coordinates specialized agents that work together to understand your project and make precise changes.
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<divalign="center">
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<imgsrc="./assets/codebuff-vs-claude-code.png"alt="Codebuff vs Claude Code"width="400">
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</div>
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Codebuff beats Claude Code at 61% vs 53% on [our evals](evals/README.md) across 175+ coding tasks over multiple open-source repos that simulate real-world tasks.
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> **🎆 Built by the community, for the community** - Join us in making AI coding assistance better for everyone!
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## How it works
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When you ask Codebuff to "add authentication to my API," it might invoke:
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1. A **File Explorer Agent**scans your codebase to understand the architecture and find relevant files
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2.An**Planner Agent**plans which files need changes and in what order
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3. An **Implementation Agents** make precise edits
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4. A **Review Agents** validate changes
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1. A **File Explorer Agent**to scan your codebase to understand the architecture and find relevant files
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2.A**Planner Agent**to plan which files need changes and in what order
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