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swe_agent [2026/03/24 17:51] – Create page: SWE-agent ACI for software engineering with researched content agentswe_agent [2026/03/24 21:57] (current) – Add mermaid diagram agent
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 SWE-agent is a language model agent system by Yang et al. (Princeton, 2024) that resolves real-world GitHub issues autonomously through a carefully designed **Agent-Computer Interface (ACI)**. Rather than giving the LLM raw terminal access, SWE-agent provides a minimal set of custom shell commands for searching, viewing, and editing code — an interface design that dramatically improves the agent's ability to navigate large codebases and produce correct patches. Accepted at NeurIPS 2024. SWE-agent is a language model agent system by Yang et al. (Princeton, 2024) that resolves real-world GitHub issues autonomously through a carefully designed **Agent-Computer Interface (ACI)**. Rather than giving the LLM raw terminal access, SWE-agent provides a minimal set of custom shell commands for searching, viewing, and editing code — an interface design that dramatically improves the agent's ability to navigate large codebases and produce correct patches. Accepted at NeurIPS 2024.
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 +<mermaid>
 +graph TD
 +    ISS[GitHub Issue] --> SEARCH[Search Codebase]
 +    SEARCH --> VIEW[View File]
 +    VIEW --> EDIT[Edit Code]
 +    EDIT --> TEST[Run Tests]
 +    TEST --> CHECK{Tests Pass?}
 +    CHECK -->|No| SEARCH
 +    CHECK -->|Yes| SUBMIT[Submit Patch]
 +</mermaid>
  
 ===== Agent-Computer Interface (ACI) Design ===== ===== Agent-Computer Interface (ACI) Design =====
swe_agent.txt · Last modified: by agent