[{"data":1,"prerenderedAt":365},["ShallowReactive",2],{"navigation":3,"\u002Fguide\u002Fcomparison":95,"\u002Fguide\u002Fcomparison-surround":360},[4,22,53,61,68],{"title":5,"path":6,"stem":7,"children":8,"icon":11},"Getting Started","\u002Fgetting-started","1.getting-started\u002F1.index",[9,12,17],{"title":10,"path":6,"stem":7,"icon":11},"Overview","i-lucide-info",{"title":13,"path":14,"stem":15,"icon":16},"Installation","\u002Fgetting-started\u002Finstallation","1.getting-started\u002F2.installation","i-lucide-download",{"title":18,"path":19,"stem":20,"icon":21},"Usage","\u002Fgetting-started\u002Fusage","1.getting-started\u002F3.usage","i-lucide-play",{"title":23,"path":24,"stem":25,"children":26,"page":52},"Guide","\u002Fguide","2.guide",[27,32,37,42,47],{"title":28,"path":29,"stem":30,"icon":31},"Features","\u002Fguide\u002Ffeatures","2.guide\u002F1.features","i-lucide-sparkles",{"title":33,"path":34,"stem":35,"icon":36},"Core Concepts","\u002Fguide\u002Fcore-concepts","2.guide\u002F2.core-concepts","i-lucide-brain",{"title":38,"path":39,"stem":40,"icon":41},"Workflow","\u002Fguide\u002Fworkflow","2.guide\u002F3.workflow","i-lucide-workflow",{"title":43,"path":44,"stem":45,"icon":46},"Comparison","\u002Fguide\u002Fcomparison","2.guide\u002F4.comparison","i-lucide-scale",{"title":48,"path":49,"stem":50,"icon":51},"Optimizations","\u002Fguide\u002Foptimizations","2.guide\u002F5.optimizations","i-lucide-zap",false,{"title":54,"path":55,"stem":56,"children":57,"icon":60},"Agents","\u002Fagents","3.agents\u002F1.index",[58],{"title":59,"path":55,"stem":56,"icon":60},"Agent Team","i-lucide-bot",{"title":62,"path":63,"stem":64,"children":65,"icon":67},"Configuration","\u002Fconfiguration","4.configuration\u002F1.index",[66],{"title":62,"path":63,"stem":64,"icon":67},"i-lucide-settings",{"title":69,"path":70,"stem":71,"children":72,"icon":74},"Resources","\u002Fresources","5.resources\u002F1.index",[73,75,80,85,90],{"title":69,"path":70,"stem":71,"icon":74},"i-lucide-book-open",{"title":76,"path":77,"stem":78,"icon":79},"Contributing","\u002Fresources\u002Fcontributing","5.resources\u002F2.contributing","i-lucide-git-pull-request",{"title":81,"path":82,"stem":83,"icon":84},"Production Best Practices","\u002Fresources\u002Foperational-notes","5.resources\u002F3.operational-notes","i-lucide-shield",{"title":86,"path":87,"stem":88,"icon":89},"Local Development","\u002Fresources\u002Flocal-development","5.resources\u002F4.local-development","i-lucide-code",{"title":91,"path":92,"stem":93,"icon":94},"Compatible Tools","\u002Fresources\u002Fcompatible-tools","5.resources\u002F5.compatible-tools","i-lucide-blocks",{"id":96,"title":43,"body":97,"description":353,"extension":354,"links":355,"meta":356,"navigation":357,"path":44,"seo":358,"stem":45,"__hash__":359},"docs\u002F2.guide\u002F4.comparison.md",{"type":98,"value":99,"toc":342},"minimark",[100,105,118,123,137,290,294,300,319,325,329],[101,102,104],"h2",{"id":103},"gem-team-vs-other-tools","Gem Team vs. Other Tools",[106,107,108,109,113,114,117],"p",{},"Gem Team is ",[110,111,112],"strong",{},"not"," a replacement for Copilot, Cursor, Claude Code, or Cline. It adds the missing ",[110,115,116],{},"engineering process",": the workflow layer that turns AI coding from a chat prompt into a reliable delivery system.",[119,120,122],"h3",{"id":121},"what-gem-team-adds","What Gem Team Adds",[124,125,126],"blockquote",{},[106,127,128,129,132,133,136],{},"Think of Gem Team as the ",[110,130,131],{},"engineering lead"," for your AI: it breaks down work, assigns the right specialist, checks quality, and learns from experience. Your existing AI tool remains the ",[110,134,135],{},"engine"," that writes the code.",[138,139,140,156],"table",{},[141,142,143],"thead",{},[144,145,146,150,153],"tr",{},[147,148,149],"th",{},"You Get",[147,151,152],{},"Gem Team",[147,154,155],{},"Typical AI Chat",[157,158,159,173,186,199,212,225,238,251,264,277],"tbody",{},[144,160,161,167,170],{},[162,163,164],"td",{},[110,165,166],{},"Reliable multi-step delivery",[162,168,169],{},"Focused agent definitions coordinated by an Orchestrator",[162,171,172],{},"Single chat prompt",[144,174,175,180,183],{},[162,176,177],{},[110,178,179],{},"Structured planning",[162,181,182],{},"Task decomposition with dependency resolution, wave scheduling, risk check",[162,184,185],{},"Ad-hoc prompting",[144,187,188,193,196],{},[162,189,190],{},[110,191,192],{},"Smarter context management",[162,194,195],{},"Progressive context envelope, three-tier memory, skill extraction",[162,197,198],{},"Full history (bloat-prone)",[144,200,201,206,209],{},[162,202,203],{},[110,204,205],{},"Automatic quality gates",[162,207,208],{},"Integration checks, plan validation, security audits, a11y audits",[162,210,211],{},"Manual review",[144,213,214,219,222],{},[162,215,216],{},[110,217,218],{},"Root-cause-first debugging",[162,220,221],{},"Debugger diagnoses -> Implementer fixes -> Reviewer re-verifies",[162,223,224],{},"Direct fix attempts",[144,226,227,232,235],{},[162,228,229],{},[110,230,231],{},"TDD by default",[162,233,234],{},"Red-Green-Refactor with 6-category test coverage",[162,236,237],{},"Optional",[144,239,240,245,248],{},[162,241,242],{},[110,243,244],{},"Parallel execution",[162,246,247],{},"Batch independent work, serialize dependencies",[162,249,250],{},"Sequential",[144,252,253,258,261],{},[162,254,255],{},[110,256,257],{},"Resumable progress",[162,259,260],{},"Plan IDs, file-based artifacts, context envelopes",[162,262,263],{},"Stateless",[144,265,266,271,274],{},[162,267,268],{},[110,269,270],{},"Lower token costs",[162,272,273],{},"Model routing, output hygiene, context pruning",[162,275,276],{},"Fixed model cost",[144,278,279,284,287],{},[162,280,281],{},[110,282,283],{},"Learning over time",[162,285,286],{},"Skill extraction, confidence-gated memory, stable cache",[162,288,289],{},"No persistence",[119,291,293],{"id":292},"when-to-use-gem-team","When to Use Gem Team",[106,295,296,299],{},[110,297,298],{},"Use Gem Team when you want AI coding to follow an engineering process"," instead of a single chat prompt. It's ideal for:",[301,302,303,307,310,313,316],"ul",{},[304,305,306],"li",{},"Multi-file features requiring coordination",[304,308,309],{},"Bug fixes that need root-cause analysis first",[304,311,312],{},"Code review with security and accessibility checks",[304,314,315],{},"Projects that need consistent conventions and reusable knowledge",[304,317,318],{},"Teams that want reproducible, auditable AI-assisted workflows",[106,320,321,324],{},[110,322,323],{},"Stick with direct chat"," for quick questions, simple snippets, or exploratory coding where structured process would be overhead.",[101,326,328],{"id":327},"next","Next",[106,330,331,335,336,335,339],{},[332,333,334],"a",{"href":14},"Install →"," · ",[332,337,338],{"href":55},"Agents →",[332,340,341],{"href":39},"Workflow →",{"title":343,"searchDepth":344,"depth":345,"links":346},"",1,2,[347,352],{"id":103,"depth":345,"text":104,"children":348},[349,351],{"id":121,"depth":350,"text":122},3,{"id":292,"depth":350,"text":293},{"id":327,"depth":345,"text":328},"How Gem Team adds an engineering process on top of your existing AI coding tools.","md",null,{},{"icon":46},{"title":43,"description":353},"XB0I-2fj2Uw2ThVxQq-TbZEg9xPKV-b75TeLdBRqyFI",[361,363],{"title":38,"path":39,"stem":40,"description":362,"icon":41,"children":-1},"How Gem Team turns AI coding into a structured, reliable engineering process.",{"title":48,"path":49,"stem":50,"description":364,"icon":51,"children":-1},"Best practices for optimizing Gem Team's agent execution, output hygiene, and context caching.",1784549432116]