[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"post:\u002Fpost\u002Fcopilot-cli-becomes-an-agent-writes-code-runs-tests-and-fixes-bugs-without-prompting":3,"categories-en":319},{"post":4,"related":259,"translations":317,"resolved":17},{"id":5,"slug":6,"title":7,"excerpt":8,"image":9,"featured":10,"groupId":11,"publishedAt":12,"readingTime":13,"views":14,"author":15,"category":18,"tags":22,"contentJson":32,"metaTitle":256,"metaDescription":257,"updatedAt":258},"036e0cc5-1c1a-483a-8c6b-3e384f6cb5f7","copilot-cli-becomes-an-agent-writes-code-runs-tests-and-fixes-bugs-without-prompting","Copilot CLI Becomes an Agent: Writes Code, Runs Tests, and Fixes Bugs Without Prompting","GitHub Copilot CLI is now generally available with Autopilot mode, specialized agents, and cross-session memory to automate your terminal workflow.","https:\u002F\u002Fmfgiomkkbihnlpfdxwrt.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fblog-assets\u002Fmedia\u002Ffeatured\u002F1776233080837-featured-igzqoq.jpg",false,"6c42478b-bd8e-435b-8988-9916cf2f7d6a","2026-07-10T06:17:45.139252+00:00",3,0,{"name":16,"avatar":17},"Genildo Souza",null,{"slug":19,"name":20,"color":21},"tech-news","Tech News","#e50606",[23,26,29],{"slug":24,"name":25},"ai","AI",{"slug":27,"name":28},"copilot","Copilot",{"slug":30,"name":31},"microsoft","Microsoft",{"type":33,"content":34},"doc",[35,43,49,57,70,83,95,101,107,119,130,141,152,164,170,176,182,188,200,206,217,223,229,235,247,253],{"type":36,"attrs":37,"content":39},"paragraph",{"id":38},"p_news_intro1",[40],{"text":41,"type":42},"GitHub Copilot CLI entered general availability for all Copilot subscribers in February 2026 — and it arrived differently than when it entered preview in September 2025.","text",{"type":36,"attrs":44,"content":46},{"id":45},"p_news_intro2",[47],{"text":48,"type":42},"It is no longer just a terminal assistant. It is an autonomous development agent that plans, executes, tests, reviews, and iterates — without leaving the command line.",{"type":50,"attrs":51,"content":54},"heading",{"id":52,"level":53},"h_news_autopilot",2,[55],{"text":56,"type":42},"What is Autopilot mode",{"type":36,"attrs":58,"content":60},{"id":59},"p_news_autopilot1",[61,63,68],{"text":62,"type":42},"The main novelty of the GA is the ",{"text":64,"type":42,"marks":65},"Autopilot mode",[66],{"type":67},"bold",{"text":69,"type":42},": after providing the initial instruction, Copilot CLI executes all necessary steps without asking for approval at each stage. It runs commands, evaluates outputs, fixes intermediate errors, and iterates until the goal is complete.",{"type":36,"attrs":71,"content":73},{"id":72},"p_news_autopilot2",[74,76,81],{"text":75,"type":42},"To activate, simply press ",{"text":77,"type":42,"marks":78},"Shift+Tab",[79],{"type":80},"code",{"text":82,"type":42}," during an interactive session. The mode is especially useful for well-defined tasks: writing tests for an entire module, refactoring files, fixing CI failures, or performing batch operations in scripts.",{"type":84,"attrs":85,"content":88},"callout",{"id":86,"type":87,"title":17},"call_news_warning","warning",[89],{"type":36,"attrs":90,"content":92},{"id":91},"p_news_warning",[93],{"text":94,"type":42},"In Autopilot mode with all permissions enabled, the agent can modify and delete files without confirmation. Use with caution in codebases without active version control.",{"type":50,"attrs":96,"content":98},{"id":97,"level":53},"h_news_agents",[99],{"text":100,"type":42},"Specialized agents and automatic delegation",{"type":36,"attrs":102,"content":104},{"id":103},"p_news_agents1",[105],{"text":106,"type":42},"The CLI now automatically delegates to specialized agents according to the task type:",{"type":36,"attrs":108,"content":110},{"id":109},"p_news_agents2",[111,113,117],{"text":112,"type":42},"— ",{"text":114,"type":42,"marks":115},"Explore",[116],{"type":67},{"text":118,"type":42},": rapid codebase analysis and specific queries.",{"type":36,"attrs":120,"content":122},{"id":121},"p_news_agents3",[123,124,128],{"text":112,"type":42},{"text":125,"type":42,"marks":126},"Task",[127],{"type":67},{"text":129,"type":42},": execution of builds and tests.",{"type":36,"attrs":131,"content":133},{"id":132},"p_news_agents4",[134,135,139],{"text":112,"type":42},{"text":136,"type":42,"marks":137},"Code Review",[138],{"type":67},{"text":140,"type":42},": high-signal change review.",{"type":36,"attrs":142,"content":144},{"id":143},"p_news_agents5",[145,146,150],{"text":112,"type":42},{"text":147,"type":42,"marks":148},"Plan",[149],{"type":67},{"text":151,"type":42},": implementation planning before execution.",{"type":36,"attrs":153,"content":155},{"id":154},"p_news_agents6",[156,158,162],{"text":157,"type":42},"Multiple agents can run in parallel. Prefixing a prompt with ",{"text":159,"type":42,"marks":160},"&",[161],{"type":80},{"text":163,"type":42}," delegates to the coding agent in the cloud, freeing up the local terminal for other tasks.",{"type":50,"attrs":165,"content":167},{"id":166,"level":53},"h_news_memory",[168],{"text":169,"type":42},"Cross-session memory",{"type":36,"attrs":171,"content":173},{"id":172},"p_news_memory1",[174],{"text":175,"type":42},"One of the most relevant additions is persistent memory. Copilot CLI now remembers conventions, patterns, and preferences it has learned about the codebase across different sessions — without needing to recontextualize from scratch every time.",{"type":36,"attrs":177,"content":179},{"id":178},"p_news_memory2",[180],{"text":181,"type":42},"Cross-session memory also allows querying previous work, files, and pull requests over time.",{"type":50,"attrs":183,"content":185},{"id":184,"level":53},"h_news_mcp",[186],{"text":187,"type":42},"MCP and available models",{"type":36,"attrs":189,"content":191},{"id":190},"p_news_mcp1",[192,194,198],{"text":193,"type":42},"The CLI comes with the GitHub MCP server integrated by default, and supports custom MCP servers to connect any external tool. Plugins can be installed directly from GitHub repositories with ",{"text":195,"type":42,"marks":196},"\u002Fplugin install owner\u002Frepo",[197],{"type":80},{"text":199,"type":42},".",{"type":36,"attrs":201,"content":203},{"id":202},"p_news_mcp2",[204],{"text":205,"type":42},"In terms of models, the CLI allows choosing between Claude Opus 4.6, Claude Sonnet 4.6, GPT-5.3-Codex, and Gemini 3 Pro — with premium request cost multipliers varying by model.",{"type":84,"attrs":207,"content":210},{"id":208,"type":209,"title":17},"call_news_context","info",[211],{"type":36,"attrs":212,"content":214},{"id":213},"p_news_context",[215],{"text":216,"type":42},"In March 2026, the Copilot agent mode also became generally available in JetBrains, previously restricted to VS Code. This opens the feature to Java, Kotlin, and Python devs who prefer the JetBrains ecosystem.",{"type":50,"attrs":218,"content":220},{"id":219,"level":53},"h_news_context2",[221],{"text":222,"type":42},"What this means in practice",{"type":36,"attrs":224,"content":226},{"id":225},"p_news_meaning1",[227],{"text":228,"type":42},"The Copilot CLI GA is another step toward workflows where the dev defines the goal and the agent executes. It is not simple task automation — it is autonomous iteration on complex tasks, with intermediate error self-correction.",{"type":36,"attrs":230,"content":232},{"id":231},"p_news_meaning2",[233],{"text":234,"type":42},"The terminal — for decades the most powerful and least user-friendly development interface — is starting to become an environment where AI bridges the gap between intent and execution.",{"type":236,"attrs":237},"summaryBox",{"id":238,"items":239,"title":246},"sum_news_copilot",[240,241,242,243,244,245],"Autopilot mode: executes end-to-end tasks without per-step confirmation (Shift+Tab to activate).","Specialized agents: Explore, Task, Code Review, and Plan with automatic delegation.","Cross-session memory: the agent remembers the codebase between sessions.","MCP integrated by default + support for custom MCP servers.","Models: Claude Opus 4.6, Claude Sonnet 4.6, GPT-5.3-Codex, Gemini 3 Pro.","Agent mode in JetBrains in GA since March 2026.","What changed with the Copilot CLI GA",{"type":36,"attrs":248,"content":250},{"id":249},"p_news_close",[251],{"text":252,"type":42},"Available to all paid GitHub Copilot subscribers via npm, Homebrew, or WinGet.",{"type":36,"attrs":254},{"id":255},"p_news_final","GitHub Copilot CLI GA: New Autonomous Agent Features","GitHub Copilot CLI is now an autonomous agent. 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Understand the background of this decision and the future of automated agent usage.","https:\u002F\u002Fmfgiomkkbihnlpfdxwrt.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fblog-assets\u002Fmedia\u002Ffeatured\u002F1783133158909-featured-m3trm.webp","b3e08cfe-6221-401e-aced-1fa59a3994d2","2026-06-30T02:21:52.132905+00:00",14,{"name":16,"avatar":17},{"slug":19,"name":20,"color":21},[272,273,276],{"slug":24,"name":25},{"slug":274,"name":275},"developer-tools","Developer Tools",{"slug":277,"name":278},"llm","LLM",{"id":280,"slug":281,"title":282,"excerpt":283,"image":284,"featured":10,"groupId":285,"publishedAt":286,"readingTime":287,"views":14,"author":288,"category":289,"tags":290},"643964c8-bef9-4e14-8cd6-a7688786d5e6","claude-opus-47-is-here-best-coding-model-3-vision-same-price","Claude Opus 4.7 Is Here: Best Coding Model, 3× Vision, Same Price","Anthropic's Claude Opus 4.7 is here, delivering massive gains in coding and vision at no extra cost. Discover the new features and benchmark results.","https:\u002F\u002Fmfgiomkkbihnlpfdxwrt.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fblog-assets\u002Fmedia\u002Ffeatured\u002F1776422682969-featured-drq31h.jpeg","1f08cd4a-0055-436e-a510-4106236ac465","2026-06-19T21:35:27.596075+00:00",6,{"name":16,"avatar":17},{"slug":19,"name":20,"color":21},[291,292],{"slug":24,"name":25},{"slug":293,"name":294},"claude","Claude",{"id":296,"slug":297,"title":298,"excerpt":299,"image":300,"featured":10,"groupId":301,"publishedAt":302,"readingTime":13,"views":303,"author":304,"category":305,"tags":306},"b04ec741-41e2-45d2-b388-043b545c579d","china-leads-the-open-source-ai-race-but-the-foundation-is-still-american","China leads the open-source AI race — but the foundation is still American","The advancement of Chinese open-source models in adoption and downloads shows a significant geopolitical shift in AI. But this victory has a structural limit: much of the compute, tooling, and acceleration infrastructure still relies on a base dominated by a United States company.","https:\u002F\u002Fmfgiomkkbihnlpfdxwrt.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fblog-assets\u002Fmedia\u002Ffeatured\u002F1774414575081-featured-xv6ljv.jpg","7cb14280-9b0b-4afc-baba-5f51ae5aa59e","2026-03-25T19:11:06.877+00:00",106,{"name":16,"avatar":17},{"slug":19,"name":20,"color":21},[307,310,313,316],{"slug":308,"name":309},"open-source","Open Source",{"slug":311,"name":312},"china","China",{"slug":314,"name":315},"nvidia","Nvidia",{"slug":24,"name":25},{"pt":318,"en":6},"copilot-cli-virou-agente-escreve-codigo-roda-testes-corrige-erros",[320,326,332,338,341],{"id":321,"slug":322,"name":323,"colorHex":324,"iconName":17,"postCount":325},"0e2c1225-f78a-4c20-8c93-998ab9dc93b9","frontend","Frontend","#40484f",25,{"id":327,"slug":328,"name":329,"colorHex":330,"iconName":17,"postCount":331},"bc8df70e-b7fb-4d89-a80c-fd458d36d58c","code-development","Code & Development","#8b5cf6",23,{"id":333,"slug":334,"name":335,"colorHex":336,"iconName":337,"postCount":268},"550e8400-e29b-41d4-a716-446655440001","inteligencia-artificial","Artificial Intelligence","#6366f1","brain",{"id":339,"slug":19,"name":20,"colorHex":21,"iconName":17,"postCount":340},"ea63b69c-2eb4-4100-81f3-70ce52d33743",4,{"id":342,"slug":343,"name":344,"colorHex":345,"iconName":346,"postCount":53},"550e8400-e29b-41d4-a716-446655440017","how-to-guides","How-To & Guides","#be123c","book-open"]