CASE EVIDENCE / A RECORD
cline/cline (popular open-source AI coding agent for VS Code/JetBrains/CLI, 28K+ GitHub stars) 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T01:06:00Z。
原始记录：Cline AI Coding Agent: DeepSeek V3.1 as Autonomous Coding Backend
Chinese Brief
cline/cline (popular open-source AI coding agent for VS Code/JetBrains/CLI, 28K+ GitHub stars) 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T01:06:00Z。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
任务
这是一个围绕软件工程任务执行的真实任务，公开材料可以回溯到具体使用者和具体产物。 原始资料写作：Developers use DeepSeek V3.1 as the LLM backend in Cline, an autonomous AI coding agent that reads/writes files, runs terminal commands, browses the web, and builds features through natural conversation. Cline explicitl…
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：Cline users running DeepSeek V3.1 for autonomous software development tasks including feature implementation, bug fixing, code review, and full-stack development. Issue #8365 'DeepSeek V3.2 always put its XML tool calli…
DeepSeek V3.1 在该案例中承担软件工程任务执行相关的生成、分析、编排或实现角色。 原始资料写作：DeepSeek V3.1 powers Cline's autonomous coding loop: file reading/writing, terminal command execution, browser interaction, and multi-file code generation. Its tool-calling capabilities and 128K context window enable Cl…
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：Users report token consumption issues and tool-calling format differences between V3.1 and V3.2, suggesting V3.1's tool-calling interface has specific patterns that downstream tools must accommodate.