{"id":"dcb90519-02eb-44a8-a0bd-47643907e515","kind":"products","code":"UB-D6790","name":"Orca Agent","nameBasis":"original-brand","summary":"In one line, Orca is a local terminal coding Agent that treats DeepSeek as a first-class citizen: give it a task and it reads code, edits files, runs commands, and verifies results on its own until done or it needs your confirmation. Why try it DeepSeek-native: uses DeepSeek reasoning and tool-call semantics directly, SSE streaming, max reasoning strength by default, and prompt organization aimed at prefix caching (measured main-loop cache hit 99% after compression)—long tasks do not keep getting more expensive. 1M context self-management: 1M token window; auto-compresses past the 80% threshold while keeping the system prompt and recent turns so long-task context does not drop. Terminal-native experience: single Rust binary, no runtime deps. orca enters TUI interaction; orca exec \"fix failing tests\" runs scripts and CI directly; orca exec --verifier \"cargo test\" \"fix it\" includes a verification loop. Goal mode: /goal sets a long-term goal; after each success it continues automatically and can resume after restart; the model must pass goal audit before declaring done or blocked—suited to overnight tasks.","description":"In one line, Orca is a local terminal coding Agent that treats DeepSeek as a first-class citizen: give it a task and it reads code, edits files, runs commands, and verifies results on its own until done or it needs your confirmation. Why try it DeepSeek-native: uses DeepSeek reasoning and tool-call semantics directly, SSE streaming, max reasoning strength by default, and prompt organization aimed at prefix caching (measured main-loop cache hit 99% after compression)—long tasks do not keep getting more expensive. 1M context self-management: 1M token window; auto-compresses past the 80% threshold while keeping the system prompt and recent turns so long-task context does not drop. Terminal-native experience: single Rust binary, no runtime deps. orca enters TUI interaction; orca exec \"fix failing tests\" runs scripts and CI directly; orca exec --verifier \"cargo test\" \"fix it\" includes a verification loop. Goal mode: /goal sets a long-term goal; after each success it continues automatically and can resume after restart; the model must pass goal audit before declaring done or blocked—suited to overnight tasks.","country":null,"category":"Coding assistants","originalName":"Orca Agent","eventDate":null,"website":null,"sourceUpdatedAt":"2026-10-27T14:00:24.166Z","englishUpdatedAt":"2026-10-28T00:56:10.035Z","reviewedAt":"2026-10-28T00:56:10.035Z","snapshotAt":"2026-10-28T00:47:51.550Z","sourceHash":"70f71c2f4d556cd0b56b780887c0403e7623424f1a8aab54f71a088e96dcec39","companyId":"aeddeec7-11e0-4cfc-8c79-c7bdccbbbf9b","foundedYear":null,"logoUrl":null,"originalText":"一句话Orca 是一个把 DeepSeek 当作第一公民的本地终端编程 Agent：给它一个任务，它自己读代码、改文件、跑命令、验证结果，直到做完或者需要你确认。为什么值得一试DeepSeek 原生：直接使用 DeepSeek 的推理与工具调用语义，SSE 流式输出、默认最大推理强度、面向前缀缓存的提示词组织（实测压缩后主循环缓存命中 99%），长任务不会越跑越贵。1M 上下文自管理：1M token 窗口，超过 80% 阈值自动压缩，保留系统提示与最近轮次，长任务上下文不断档。终端原生体验：Rust 单二进制，无运行时依赖。orca 进入 TUI 交互；orca exec \"修复失败的测试\" 直接跑脚本与 CI；orca exec --verifier \"cargo test\" \"修复它\" 自带验证闭环。目标模式：/goal 设定长期目标，每轮成功后自动继续，重启后仍可恢复，模型必须经过目标审计才能宣布完成或阻塞，适合\"跑一整晚\"的任务。","sources":[],"related":[{"id":"aeddeec7-11e0-4cfc-8c79-c7bdccbbbf9b","kind":"companies","code":"UB-C12651","name":"Orca Agent","nameBasis":"source-english","summary":"DeepSeek-native terminal coding agent","description":"Orca is a DeepSeek-native local terminal coding agent for long-context coding, multi-turn tool use, prefix-cache friendly prompts, persistent goals, resumable history, and approval-aware automation.","country":null,"category":null,"originalName":"Orca Agent","eventDate":null,"website":"https://orcaagent.dev/","sourceUpdatedAt":"2026-10-26T00:00:00.000Z","englishUpdatedAt":"2026-11-01T02:03:53.925Z","reviewedAt":"2026-11-01T02:03:53.925Z","snapshotAt":"2026-11-01T00:40:31.077Z","sourceHash":"b1ad1b3b8806c50ae9de6ec3ad2553465d056157722c80f9d705fe6069bb8a5a","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/companies/orca-agent"}],"path":"/products/orca-agent","structured":{"city":null,"country":null,"location":null,"role":null,"category":"Coding assistants","company":{"name":"Orca Agent","path":"/companies/orca-agent"}},"definition":"Orca Agent is a product in the Coding assistants category from Orca Agent.","summaryBasis":"translated","thin":false,"canonical":"https://uniquebase.ai/products/orca-agent"}