[{"data":1,"prerenderedAt":2581},["ShallowReactive",2],{"navigation_docs":3,"docs-page:\u002Fspend\u002Fmodels-and-keys\u002Feffort-and-cascades":1849,"docs-surround:\u002Fspend\u002Fmodels-and-keys\u002Feffort-and-cascades":2576},[4,72,214,304,947,1040,1230,1504,1590,1701,1830],{"title":5,"path":6,"stem":7,"children":8,"icon":71},"Get started","\u002Fgetting-started","01.getting-started\u002F00.index",[9,10,15,20,25,36],{"title":5,"path":6,"stem":7},{"title":11,"path":12,"stem":13,"icon":14},"Introduction","\u002Fgetting-started\u002Fintroduction","01.getting-started\u002F01.introduction","i-ph-house",{"title":16,"path":17,"stem":18,"icon":19},"Quickstart","\u002Fgetting-started\u002Fquickstart","01.getting-started\u002F02.quickstart","i-ph-rocket-launch",{"title":21,"path":22,"stem":23,"icon":24},"Concepts","\u002Fgetting-started\u002Fconcepts","01.getting-started\u002F03.concepts","i-ph-book-open",{"title":26,"path":27,"stem":28,"children":29,"icon":31},"Install","\u002Fgetting-started\u002Finstall","01.getting-started\u002F04.install\u002F00.index",[30,32],{"title":26,"path":27,"stem":28,"icon":31},"i-ph-download-simple",{"title":33,"path":34,"stem":35},"Prepare the Linux sandbox","\u002Fgetting-started\u002Finstall\u002Flinux-sandbox","01.getting-started\u002F04.install\u002F01.linux-sandbox",{"title":37,"path":38,"stem":39,"children":40,"icon":42},"Web UI","\u002Fgetting-started\u002Fweb-ui","01.getting-started\u002F05.web-ui\u002F00.index",[41,43,47,51,55,59,63,67],{"title":37,"path":38,"stem":39,"icon":42},"i-ph-monitor",{"title":44,"path":45,"stem":46},"Choose a tenant","\u002Fgetting-started\u002Fweb-ui\u002Ftenants","01.getting-started\u002F05.web-ui\u002F01.tenants",{"title":48,"path":49,"stem":50},"Find a page","\u002Fgetting-started\u002Fweb-ui\u002Fnavigation","01.getting-started\u002F05.web-ui\u002F02.navigation",{"title":52,"path":53,"stem":54},"Use the chat drawer","\u002Fgetting-started\u002Fweb-ui\u002Fchats","01.getting-started\u002F05.web-ui\u002F03.chats",{"title":56,"path":57,"stem":58},"Create and edit records","\u002Fgetting-started\u002Fweb-ui\u002Fforms","01.getting-started\u002F05.web-ui\u002F04.forms",{"title":60,"path":61,"stem":62},"Keyboard and accessibility","\u002Fgetting-started\u002Fweb-ui\u002Faccessibility","01.getting-started\u002F05.web-ui\u002F05.accessibility",{"title":64,"path":65,"stem":66},"Accounts and permissions","\u002Fgetting-started\u002Fweb-ui\u002Faccounts","01.getting-started\u002F05.web-ui\u002F06.accounts",{"title":68,"path":69,"stem":70},"Console page directory","\u002Fgetting-started\u002Fweb-ui\u002Fpage-directory","01.getting-started\u002F05.web-ui\u002F07.page-directory",false,{"title":21,"path":73,"stem":74,"children":75,"icon":71},"\u002Fconcepts","02.concepts\u002F00.index",[76,77,82,87,92,123,128,143,166,185,204,209],{"title":21,"path":73,"stem":74},{"title":78,"path":79,"stem":80,"icon":81},"Architecture","\u002Fconcepts\u002Farchitecture","02.concepts\u002F01.architecture","i-ph-planet",{"title":83,"path":84,"stem":85,"icon":86},"Jobs and durability","\u002Fconcepts\u002Fjobs","02.concepts\u002F02.jobs","i-ph-infinity",{"title":88,"path":89,"stem":90,"icon":91},"Routing","\u002Fconcepts\u002Frouting","02.concepts\u002F03.routing","i-ph-path",{"title":93,"path":94,"stem":95,"children":96,"icon":98},"Security model","\u002Fconcepts\u002Fsecurity","02.concepts\u002F04.security\u002F00.index",[97,99,103,107,111,115,119],{"title":93,"path":94,"stem":95,"icon":98},"i-ph-shield-check",{"title":100,"path":101,"stem":102},"Node identity and tenant secrets","\u002Fconcepts\u002Fsecurity\u002Fidentity-and-secrets","02.concepts\u002F04.security\u002F01.identity-and-secrets",{"title":104,"path":105,"stem":106},"Plugin processes and operator exemptions","\u002Fconcepts\u002Fsecurity\u002Fplugins","02.concepts\u002F04.security\u002F02.plugins",{"title":108,"path":109,"stem":110},"Sandbox tiers and routing","\u002Fconcepts\u002Fsecurity\u002Fsandbox-tiers","02.concepts\u002F04.security\u002F03.sandbox-tiers",{"title":112,"path":113,"stem":114},"Sandbox egress rules","\u002Fconcepts\u002Fsecurity\u002Fegress","02.concepts\u002F04.security\u002F04.egress",{"title":116,"path":117,"stem":118},"Protected files and sandbox limits","\u002Fconcepts\u002Fsecurity\u002Fprotected-files","02.concepts\u002F04.security\u002F05.protected-files",{"title":120,"path":121,"stem":122},"Security assurance","\u002Fconcepts\u002Fsecurity\u002Fassurance","02.concepts\u002F04.security\u002F06.assurance",{"title":124,"path":125,"stem":126,"icon":127},"Temporal","\u002Fconcepts\u002Ftemporal","02.concepts\u002F05.temporal","i-ph-clock",{"title":129,"path":130,"stem":131,"children":132,"icon":134},"Limits and scaling","\u002Fconcepts\u002Flimits-and-scaling","02.concepts\u002F06.limits-and-scaling\u002F00.index",[133,135,139],{"title":129,"path":130,"stem":131,"icon":134},"i-ph-gauge",{"title":136,"path":137,"stem":138},"Tenant and queue limits","\u002Fconcepts\u002Flimits-and-scaling\u002Flimits","02.concepts\u002F06.limits-and-scaling\u002F01.limits",{"title":140,"path":141,"stem":142},"Capacity measurements","\u002Fconcepts\u002Flimits-and-scaling\u002Fmeasurements","02.concepts\u002F06.limits-and-scaling\u002F02.measurements",{"title":144,"path":145,"stem":146,"children":147,"icon":149},"Threat model","\u002Fconcepts\u002Fthreat-model","02.concepts\u002F07.threat-model\u002F00.index",[148,150,154,158,162],{"title":144,"path":145,"stem":146,"icon":149},"i-ph-crosshair",{"title":151,"path":152,"stem":153},"Trust boundaries and compromise","\u002Fconcepts\u002Fthreat-model\u002Ftrust-boundaries","02.concepts\u002F07.threat-model\u002F01.trust-boundaries",{"title":155,"path":156,"stem":157},"Harness and tool boundaries","\u002Fconcepts\u002Fthreat-model\u002Fharness-tools","02.concepts\u002F07.threat-model\u002F02.harness-tools",{"title":159,"path":160,"stem":161},"Known security gaps","\u002Fconcepts\u002Fthreat-model\u002Fknown-gaps","02.concepts\u002F07.threat-model\u002F03.known-gaps",{"title":163,"path":164,"stem":165},"Origins, sequences and tool results","\u002Fconcepts\u002Fthreat-model\u002Forigins-and-results","02.concepts\u002F07.threat-model\u002F04.origins-and-results",{"title":167,"path":168,"stem":169,"children":170,"icon":172},"Outbound connections","\u002Fconcepts\u002Foutbound-connections","02.concepts\u002F08.outbound-connections\u002F00.index",[171,173,177,181],{"title":167,"path":168,"stem":169,"icon":172},"i-ph-arrow-square-out",{"title":174,"path":175,"stem":176},"Server outbound connections","\u002Fconcepts\u002Foutbound-connections\u002Fserver","02.concepts\u002F08.outbound-connections\u002F01.server",{"title":178,"path":179,"stem":180},"Node and plugin outbound connections","\u002Fconcepts\u002Foutbound-connections\u002Fnodes-and-plugins","02.concepts\u002F08.outbound-connections\u002F02.nodes-and-plugins",{"title":182,"path":183,"stem":184},"Addresses a model provider fetches","\u002Fconcepts\u002Foutbound-connections\u002Fprovider-fetches","02.concepts\u002F08.outbound-connections\u002F03.provider-fetches",{"title":186,"path":187,"stem":188,"children":189,"icon":191},"Run receipts","\u002Fconcepts\u002Frun-receipts","02.concepts\u002F09.run-receipts\u002F00.index",[190,192,196,200],{"title":186,"path":187,"stem":188,"icon":191},"i-ph-receipt",{"title":193,"path":194,"stem":195},"Authority envelopes and delegation","\u002Fconcepts\u002Frun-receipts\u002Fauthority","02.concepts\u002F09.run-receipts\u002F01.authority",{"title":197,"path":198,"stem":199},"Call bindings and budget charges","\u002Fconcepts\u002Frun-receipts\u002Fcalls-and-charges","02.concepts\u002F09.run-receipts\u002F02.calls-and-charges",{"title":201,"path":202,"stem":203},"Verify run receipts offline","\u002Fconcepts\u002Frun-receipts\u002Fverify","02.concepts\u002F09.run-receipts\u002F03.verify",{"title":205,"path":206,"stem":207,"icon":208},"Delegation and identity","\u002Fconcepts\u002Fdelegation-and-identity","02.concepts\u002F10.delegation-and-identity","i-ph-identification-badge",{"title":210,"path":211,"stem":212,"icon":213},"How a tool call is decided","\u002Fconcepts\u002Fhow-a-tool-call-is-decided","02.concepts\u002F11.how-a-tool-call-is-decided","i-ph-list-checks",{"title":215,"path":216,"stem":217,"children":218,"icon":71},"Run","\u002Fagents","03.agents\u002F00.index",[219,221,226,231,236,240,245,250,268,299],{"title":220,"path":216,"stem":217},"Run agents",{"title":222,"path":223,"stem":224,"icon":225},"Run jobs","\u002Fagents\u002Frun-jobs","03.agents\u002F01.run-jobs","i-ph-play",{"title":227,"path":228,"stem":229,"icon":230},"Job history","\u002Fagents\u002Fhistory","03.agents\u002F02.history","i-ph-clock-counter-clockwise",{"title":232,"path":233,"stem":234,"icon":235},"Long jobs","\u002Fagents\u002Flong-jobs","03.agents\u002F03.long-jobs","i-ph-hourglass-medium",{"title":237,"path":238,"stem":239,"icon":235},"Waiting for events","\u002Fagents\u002Fwaiting-for-events","03.agents\u002F04.waiting-for-events",{"title":241,"path":242,"stem":243,"icon":244},"Delegation","\u002Fagents\u002Fdelegation","03.agents\u002F05.delegation","i-ph-git-fork",{"title":246,"path":247,"stem":248,"icon":249},"Colleagues and the board","\u002Fagents\u002Fcolleagues","03.agents\u002F06.colleagues","i-ph-chats-circle",{"title":251,"path":252,"stem":253,"children":254,"icon":249},"Conversations","\u002Fagents\u002Fconversations","03.agents\u002F07.conversations\u002F00.index",[255,256,260,264],{"title":251,"path":252,"stem":253,"icon":249},{"title":257,"path":258,"stem":259},"Conversation access and history","\u002Fagents\u002Fconversations\u002Faccess-and-history","03.agents\u002F07.conversations\u002F02.access-and-history",{"title":261,"path":262,"stem":263},"Use conversations from an app","\u002Fagents\u002Fconversations\u002Fapps","03.agents\u002F07.conversations\u002F03.apps",{"title":265,"path":266,"stem":267},"Hand off a conversation and use Ask","\u002Fagents\u002Fconversations\u002Fhandoffs-and-ask","03.agents\u002F07.conversations\u002F04.handoffs-and-ask",{"title":269,"path":270,"stem":271,"children":272,"icon":274},"Decide an approval","\u002Fagents\u002Fapprovals","03.agents\u002F08.approvals\u002F00.index",[273,275,279,283,287,291,295],{"title":269,"path":270,"stem":271,"icon":274},"i-ph-hand-palm",{"title":276,"path":277,"stem":278},"Configure approval ownership and deadlines","\u002Fagents\u002Fapprovals\u002Fconfigure","03.agents\u002F08.approvals\u002F02.configure",{"title":280,"path":281,"stem":282},"How approval decisions bind a call","\u002Fagents\u002Fapprovals\u002Fsecurity","03.agents\u002F08.approvals\u002F03.security",{"title":284,"path":285,"stem":286},"Edit an approval or allow repeated calls","\u002Fagents\u002Fapprovals\u002Fedits-and-repeat-calls","03.agents\u002F08.approvals\u002F04.edits-and-repeat-calls",{"title":288,"path":289,"stem":290},"Resolve loop, budget and recovery waits","\u002Fagents\u002Fapprovals\u002Frecovery","03.agents\u002F08.approvals\u002F05.recovery",{"title":292,"path":293,"stem":294},"Review approval statistics and test cards","\u002Fagents\u002Fapprovals\u002Fstatistics","03.agents\u002F08.approvals\u002F06.statistics",{"title":296,"path":297,"stem":298},"Decide approvals from an app","\u002Fagents\u002Fapprovals\u002Fapps","03.agents\u002F08.approvals\u002F07.apps",{"title":300,"path":301,"stem":302,"icon":303},"Asking people","\u002Fagents\u002Fasking-people","03.agents\u002F09.asking-people","i-ph-chat-circle-dots",{"title":305,"path":306,"stem":307,"children":308,"icon":71},"Build","\u002Fbuild","04.build\u002F00.index",[309,310,655,844],{"title":305,"path":306,"stem":307},{"title":311,"path":312,"stem":313,"children":314,"icon":71},"Plugins","\u002Fbuild\u002Fplugins","04.build\u002F01.plugins\u002F00.index",[315,316,321,352,357,362,367,378,397,412,417,422,427,442,447,452,457,472,476,481,492,497,502,640],{"title":311,"path":312,"stem":313},{"title":317,"path":318,"stem":319,"icon":320},"What a plugin is","\u002Fbuild\u002Fplugins\u002Foverview","04.build\u002F01.plugins\u002F01.overview","i-ph-puzzle-piece",{"title":322,"path":323,"stem":324,"children":325,"icon":327},"Install a plugin","\u002Fbuild\u002Fplugins\u002Finstall","04.build\u002F01.plugins\u002F02.install\u002F00.index",[326,328,332,336,340,344,348],{"title":322,"path":323,"stem":324,"icon":327},"i-ph-package",{"title":329,"path":330,"stem":331,"icon":327},"Review an install","\u002Fbuild\u002Fplugins\u002Finstall\u002Freview","04.build\u002F01.plugins\u002F02.install\u002F01.review",{"title":333,"path":334,"stem":335,"icon":327},"Install from a source","\u002Fbuild\u002Fplugins\u002Finstall\u002Fsources","04.build\u002F01.plugins\u002F02.install\u002F02.sources",{"title":337,"path":338,"stem":339,"icon":327},"Update a plugin","\u002Fbuild\u002Fplugins\u002Finstall\u002Fupdate","04.build\u002F01.plugins\u002F02.install\u002F03.update",{"title":341,"path":342,"stem":343,"icon":327},"Roll out a plugin","\u002Fbuild\u002Fplugins\u002Finstall\u002Frollouts","04.build\u002F01.plugins\u002F02.install\u002F04.rollouts",{"title":345,"path":346,"stem":347,"icon":327},"Grant access between plugins","\u002Fbuild\u002Fplugins\u002Finstall\u002Fgrants","04.build\u002F01.plugins\u002F02.install\u002F05.grants",{"title":349,"path":350,"stem":351,"icon":327},"Retire or remove a plugin","\u002Fbuild\u002Fplugins\u002Finstall\u002Fretire-and-remove","04.build\u002F01.plugins\u002F02.install\u002F06.retire-and-remove",{"title":353,"path":354,"stem":355,"icon":356},"Configure an installed plugin","\u002Fbuild\u002Fplugins\u002Fconfigure","04.build\u002F01.plugins\u002F03.configure","i-ph-sliders-horizontal",{"title":358,"path":359,"stem":360,"icon":361},"Sets","\u002Fbuild\u002Fplugins\u002Fsets","04.build\u002F01.plugins\u002F04.sets","i-ph-stack",{"title":363,"path":364,"stem":365,"icon":366},"Your first plugin","\u002Fbuild\u002Fplugins\u002Ffirst-plugin","04.build\u002F01.plugins\u002F05.first-plugin","i-ph-hammer",{"title":368,"path":369,"stem":370,"children":371,"icon":373},"Structure a plugin","\u002Fbuild\u002Fplugins\u002Fstructure","04.build\u002F01.plugins\u002F06.structure\u002F00.index",[372,374],{"title":368,"path":369,"stem":370,"icon":373},"i-ph-tree-structure",{"title":375,"path":376,"stem":377,"icon":373},"Plugin structure rules","\u002Fbuild\u002Fplugins\u002Fstructure\u002Flint-rules","04.build\u002F01.plugins\u002F06.structure\u002F01.lint-rules",{"title":379,"path":380,"stem":381,"children":382,"icon":384},"Develop a plugin","\u002Fbuild\u002Fplugins\u002Fdevelop-and-test","04.build\u002F01.plugins\u002F07.develop-and-test\u002F00.index",[383,385,389,393],{"title":379,"path":380,"stem":381,"icon":384},"i-ph-flask",{"title":386,"path":387,"stem":388,"icon":384},"Check a plugin candidate","\u002Fbuild\u002Fplugins\u002Fdevelop-and-test\u002Fcandidate-checks","04.build\u002F01.plugins\u002F07.develop-and-test\u002F01.candidate-checks",{"title":390,"path":391,"stem":392,"icon":384},"Lint and test a plugin","\u002Fbuild\u002Fplugins\u002Fdevelop-and-test\u002Flint-and-tests","04.build\u002F01.plugins\u002F07.develop-and-test\u002F02.lint-and-tests",{"title":394,"path":395,"stem":396,"icon":384},"Run failure drills","\u002Fbuild\u002Fplugins\u002Fdevelop-and-test\u002Ftests-and-drills","04.build\u002F01.plugins\u002F07.develop-and-test\u002F03.tests-and-drills",{"title":398,"path":399,"stem":400,"children":401,"icon":403},"Build in Studio","\u002Fbuild\u002Fplugins\u002Fstudio","04.build\u002F01.plugins\u002F08.studio\u002F00.index",[402,404,408],{"title":398,"path":399,"stem":400,"icon":403},"i-ph-code",{"title":405,"path":406,"stem":407,"icon":403},"Test and explain a draft","\u002Fbuild\u002Fplugins\u002Fstudio\u002Ftest-and-explain","04.build\u002F01.plugins\u002F08.studio\u002F01.test-and-explain",{"title":409,"path":410,"stem":411,"icon":403},"Release a workspace plugin","\u002Fbuild\u002Fplugins\u002Fstudio\u002Frelease","04.build\u002F01.plugins\u002F08.studio\u002F02.release",{"title":413,"path":414,"stem":415,"icon":416},"The build kit","\u002Fbuild\u002Fplugins\u002Fclaude-code","04.build\u002F01.plugins\u002F09.claude-code","i-ph-sparkle",{"title":418,"path":419,"stem":420,"icon":421},"Example: support triage","\u002Fbuild\u002Fplugins\u002Fexample-support-triage","04.build\u002F01.plugins\u002F10.example-support-triage","i-ph-lifebuoy",{"title":423,"path":424,"stem":425,"icon":426},"Publish and version","\u002Fbuild\u002Fplugins\u002Fpublish","04.build\u002F01.plugins\u002F11.publish","i-ph-tag",{"title":428,"path":429,"stem":430,"children":431,"icon":433},"List a plugin","\u002Fbuild\u002Fplugins\u002Flist-a-plugin","04.build\u002F01.plugins\u002F12.list-a-plugin\u002F00.index",[432,434,438],{"title":428,"path":429,"stem":430,"icon":433},"i-ph-storefront",{"title":435,"path":436,"stem":437,"icon":433},"Hub review checks","\u002Fbuild\u002Fplugins\u002Flist-a-plugin\u002Freview","04.build\u002F01.plugins\u002F12.list-a-plugin\u002F01.review",{"title":439,"path":440,"stem":441,"icon":433},"Maintain a listing","\u002Fbuild\u002Fplugins\u002Flist-a-plugin\u002Fmaintain","04.build\u002F01.plugins\u002F12.list-a-plugin\u002F02.maintain",{"title":443,"path":444,"stem":445,"icon":446},"The catalog","\u002Fbuild\u002Fplugins\u002Fcatalog","04.build\u002F01.plugins\u002F13.catalog","i-ph-books",{"title":448,"path":449,"stem":450,"icon":451},"Folders, bundles and OCI","\u002Fbuild\u002Fplugins\u002Fsources","04.build\u002F01.plugins\u002F14.sources","i-ph-archive",{"title":453,"path":454,"stem":455,"icon":456},"The workspace","\u002Fbuild\u002Fplugins\u002Fworkspace","04.build\u002F01.plugins\u002F15.workspace","i-ph-folder-notch-open",{"title":458,"path":459,"stem":460,"children":461,"icon":463},"Use a plugin index","\u002Fbuild\u002Fplugins\u002Findexes","04.build\u002F01.plugins\u002F16.indexes\u002F00.index",[462,464,468],{"title":458,"path":459,"stem":460,"icon":463},"i-ph-seal-check",{"title":465,"path":466,"stem":467,"icon":463},"Read index version records","\u002Fbuild\u002Fplugins\u002Findexes\u002Fversion-records","04.build\u002F01.plugins\u002F16.indexes\u002F01.version-records",{"title":469,"path":470,"stem":471,"icon":463},"Manage plugin indexes","\u002Fbuild\u002Fplugins\u002Findexes\u002Fmanage","04.build\u002F01.plugins\u002F16.indexes\u002F02.manage",{"title":473,"path":474,"stem":475,"icon":327},"Existing MCP packages","\u002Fbuild\u002Fplugins\u002Fpackages","04.build\u002F01.plugins\u002F17.packages",{"title":477,"path":478,"stem":479,"icon":480},"MCP servers from container images","\u002Fbuild\u002Fplugins\u002Fcontainer-images","04.build\u002F01.plugins\u002F18.container-images","i-ph-cube",{"title":482,"path":483,"stem":484,"children":485,"icon":487},"Import agent plugins","\u002Fbuild\u002Fplugins\u002Fclaude-code-and-agent-plugins","04.build\u002F01.plugins\u002F19.claude-code-and-agent-plugins\u002F00.index",[486,488],{"title":482,"path":483,"stem":484,"icon":487},"i-ph-arrow-square-in",{"title":489,"path":490,"stem":491,"icon":487},"Import from registries","\u002Fbuild\u002Fplugins\u002Fclaude-code-and-agent-plugins\u002Fmarketplaces","04.build\u002F01.plugins\u002F19.claude-code-and-agent-plugins\u002F01.marketplaces",{"title":493,"path":494,"stem":495,"icon":496},"GitHub","\u002Fbuild\u002Fplugins\u002Fgithub","04.build\u002F01.plugins\u002F20.github","i-ph-github-logo",{"title":498,"path":499,"stem":500,"icon":501},"Known vulnerabilities","\u002Fbuild\u002Fplugins\u002Fvulnerabilities","04.build\u002F01.plugins\u002F21.vulnerabilities","i-ph-shield-warning",{"title":503,"path":504,"stem":505,"children":506,"icon":71},"Verified plugins","\u002Fbuild\u002Fplugins\u002Fverified","04.build\u002F01.plugins\u002F22.verified\u002F01.index",[507,508,513,518,523,528,533,538,543,548,553,558,580,585,589,594,599,604,608,612,617,622,626],{"title":503,"path":504,"stem":505,"icon":463},{"title":509,"path":510,"stem":511,"icon":512},"ai.oz0\u002Fweb","\u002Fbuild\u002Fplugins\u002Fverified\u002Fweb","04.build\u002F01.plugins\u002F22.verified\u002F02.web","i-ph-globe",{"title":514,"path":515,"stem":516,"icon":517},"ai.oz0\u002Fnet-diag","\u002Fbuild\u002Fplugins\u002Fverified\u002Fnet-diag","04.build\u002F01.plugins\u002F22.verified\u002F03.net-diag","i-ph-network",{"title":519,"path":520,"stem":521,"icon":522},"ai.oz0\u002Fcve-triage","\u002Fbuild\u002Fplugins\u002Fverified\u002Fcve-triage","04.build\u002F01.plugins\u002F22.verified\u002F04.cve-triage","i-ph-bug",{"title":524,"path":525,"stem":526,"icon":527},"ai.oz0\u002Fhost-health","\u002Fbuild\u002Fplugins\u002Fverified\u002Fhost-health","04.build\u002F01.plugins\u002F22.verified\u002F05.host-health","i-ph-heartbeat",{"title":529,"path":530,"stem":531,"icon":532},"ai.oz0\u002Fpr-reviewer","\u002Fbuild\u002Fplugins\u002Fverified\u002Fpr-reviewer","04.build\u002F01.plugins\u002F22.verified\u002F06.pr-reviewer","i-ph-git-pull-request",{"title":534,"path":535,"stem":536,"icon":537},"Slack","\u002Fbuild\u002Fplugins\u002Fverified\u002Fslack","04.build\u002F01.plugins\u002F22.verified\u002F07.slack","i-ph-slack-logo",{"title":539,"path":540,"stem":541,"icon":542},"Discord","\u002Fbuild\u002Fplugins\u002Fverified\u002Fdiscord","04.build\u002F01.plugins\u002F22.verified\u002F08.discord","i-ph-discord-logo",{"title":544,"path":545,"stem":546,"icon":547},"Microsoft Teams","\u002Fbuild\u002Fplugins\u002Fverified\u002Fteams","04.build\u002F01.plugins\u002F22.verified\u002F09.teams","i-ph-microsoft-teams-logo",{"title":549,"path":550,"stem":551,"icon":552},"ai.oz0\u002Fai-spend","\u002Fbuild\u002Fplugins\u002Fverified\u002Fai-spend","04.build\u002F01.plugins\u002F22.verified\u002F10.ai-spend","i-ph-coins",{"title":554,"path":555,"stem":556,"icon":557},"ai.oz0\u002Fa2a-remote","\u002Fbuild\u002Fplugins\u002Fverified\u002Fa2a-remote","04.build\u002F01.plugins\u002F22.verified\u002F11.a2a-remote","i-ph-arrows-left-right",{"title":559,"path":560,"stem":561,"children":562,"icon":98},"Guardrails","\u002Fbuild\u002Fplugins\u002Fverified\u002Fguardrails","04.build\u002F01.plugins\u002F22.verified\u002F12.guardrails\u002F00.index",[563,564,568,572,576],{"title":559,"path":560,"stem":561,"icon":98},{"title":565,"path":566,"stem":567,"icon":98},"Configure guardrails","\u002Fbuild\u002Fplugins\u002Fverified\u002Fguardrails\u002Fsettings","04.build\u002F01.plugins\u002F22.verified\u002F12.guardrails\u002F01.settings",{"title":569,"path":570,"stem":571,"icon":98},"Check classified text","\u002Fbuild\u002Fplugins\u002Fverified\u002Fguardrails\u002Fclassified-text","04.build\u002F01.plugins\u002F22.verified\u002F12.guardrails\u002F02.classified-text",{"title":573,"path":574,"stem":575,"icon":98},"Check shell commands","\u002Fbuild\u002Fplugins\u002Fverified\u002Fguardrails\u002Fcommands","04.build\u002F01.plugins\u002F22.verified\u002F12.guardrails\u002F03.commands",{"title":577,"path":578,"stem":579,"icon":98},"Guardrail coverage and limits","\u002Fbuild\u002Fplugins\u002Fverified\u002Fguardrails\u002Fintent-and-limits","04.build\u002F01.plugins\u002F22.verified\u002F12.guardrails\u002F04.intent-and-limits",{"title":581,"path":582,"stem":583,"icon":584},"ai.oz0\u002Fmemory","\u002Fbuild\u002Fplugins\u002Fverified\u002Fmemory","04.build\u002F01.plugins\u002F22.verified\u002F13.memory","i-ph-brain",{"title":586,"path":587,"stem":588,"icon":416},"ai.oz0\u002Fsetup-assistant","\u002Fbuild\u002Fplugins\u002Fverified\u002Fsetup-assistant","04.build\u002F01.plugins\u002F22.verified\u002F14.setup-assistant",{"title":590,"path":591,"stem":592,"icon":593},"ai.oz0\u002Fpublic-access","\u002Fbuild\u002Fplugins\u002Fverified\u002Fpublic-access","04.build\u002F01.plugins\u002F22.verified\u002F15.public-access","i-ph-files",{"title":595,"path":596,"stem":597,"icon":598},"ai.oz0\u002Femail","\u002Fbuild\u002Fplugins\u002Fverified\u002Femail","04.build\u002F01.plugins\u002F22.verified\u002F16.email","i-ph-envelope-simple",{"title":600,"path":601,"stem":602,"icon":603},"Atlassian Cloud","\u002Fbuild\u002Fplugins\u002Fverified\u002Fatlassian","04.build\u002F01.plugins\u002F22.verified\u002F17.atlassian","i-ph-kanban",{"title":605,"path":606,"stem":607,"icon":603},"Atlassian Data Center","\u002Fbuild\u002Fplugins\u002Fverified\u002Fatlassian-dc","04.build\u002F01.plugins\u002F22.verified\u002F18.atlassian-dc",{"title":609,"path":610,"stem":611,"icon":421},"ServiceNow","\u002Fbuild\u002Fplugins\u002Fverified\u002Fservicenow","04.build\u002F01.plugins\u002F22.verified\u002F19.servicenow",{"title":613,"path":614,"stem":615,"icon":616},"GitLab","\u002Fbuild\u002Fplugins\u002Fverified\u002Fgitlab","04.build\u002F01.plugins\u002F22.verified\u002F20.gitlab","i-ph-git-merge",{"title":618,"path":619,"stem":620,"icon":621},"Support triage","\u002Fbuild\u002Fplugins\u002Fverified\u002Fsupport-triage","04.build\u002F01.plugins\u002F22.verified\u002F21.support-triage","i-ph-ticket",{"title":623,"path":624,"stem":625,"icon":361},"Essentials","\u002Fbuild\u002Fplugins\u002Fverified\u002Fessentials","04.build\u002F01.plugins\u002F22.verified\u002F22.essentials",{"title":627,"path":628,"stem":629,"children":630,"icon":532},"Plugin improver","\u002Fbuild\u002Fplugins\u002Fverified\u002Fplugin-improver","04.build\u002F01.plugins\u002F22.verified\u002F23.plugin-improver\u002F00.index",[631,632,636],{"title":627,"path":628,"stem":629,"icon":532},{"title":633,"path":634,"stem":635,"icon":532},"How an improvement runs","\u002Fbuild\u002Fplugins\u002Fverified\u002Fplugin-improver\u002Fjob-lifecycle","04.build\u002F01.plugins\u002F22.verified\u002F23.plugin-improver\u002F01.job-lifecycle",{"title":637,"path":638,"stem":639,"icon":532},"Improver limits and records","\u002Fbuild\u002Fplugins\u002Fverified\u002Fplugin-improver\u002Flimits-and-records","04.build\u002F01.plugins\u002F22.verified\u002F23.plugin-improver\u002F02.limits-and-records",{"title":641,"path":642,"stem":643,"children":644,"icon":646},"Plugin size limits","\u002Fbuild\u002Fplugins\u002Flimits","04.build\u002F01.plugins\u002F23.limits\u002F00.index",[645,647,651],{"title":641,"path":642,"stem":643,"icon":646},"i-ph-ruler",{"title":648,"path":649,"stem":650,"icon":646},"Documentation limits","\u002Fbuild\u002Fplugins\u002Flimits\u002Fdocumentation","04.build\u002F01.plugins\u002F23.limits\u002F01.documentation",{"title":652,"path":653,"stem":654,"icon":646},"Artifact and index limits","\u002Fbuild\u002Fplugins\u002Flimits\u002Fartifacts","04.build\u002F01.plugins\u002F23.limits\u002F02.artifacts",{"title":656,"path":657,"stem":658,"children":659,"icon":71},"Parts","\u002Fbuild\u002Fparts","04.build\u002F02.parts\u002F00.index",[660,662,667,672,690,721,726,730,741,756,761,776,791,814,818,823,828,839],{"title":661,"path":657,"stem":658},"Plugin parts",{"title":663,"path":664,"stem":665,"icon":666},"Agents","\u002Fbuild\u002Fparts\u002Fagents","04.build\u002F02.parts\u002F01.agents","i-ph-robot",{"title":668,"path":669,"stem":670,"icon":671},"What an agent combines","\u002Fbuild\u002Fparts\u002Fwhat-an-agent-combines","04.build\u002F02.parts\u002F02.what-an-agent-combines","i-ph-intersect-three",{"title":673,"path":674,"stem":675,"children":676,"icon":646},"Agent contracts","\u002Fbuild\u002Fparts\u002Fcontracts-and-limits","04.build\u002F02.parts\u002F03.contracts-and-limits\u002F00.index",[677,678,682,686],{"title":673,"path":674,"stem":675,"icon":646},{"title":679,"path":680,"stem":681,"icon":646},"Agent failure kinds","\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Ffailures","04.build\u002F02.parts\u002F03.contracts-and-limits\u002F01.failures",{"title":683,"path":684,"stem":685,"icon":646},"Agent limits","\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Flimits","04.build\u002F02.parts\u002F03.contracts-and-limits\u002F02.limits",{"title":687,"path":688,"stem":689,"icon":646},"Agent budgets","\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Fbudgets","04.build\u002F02.parts\u002F03.contracts-and-limits\u002F03.budgets",{"title":691,"path":692,"stem":693,"children":694,"icon":696},"Write a tool","\u002Fbuild\u002Fparts\u002Ftools","04.build\u002F02.parts\u002F04.tools\u002F00.index",[695,697,701,705,709,713,717],{"title":691,"path":692,"stem":693,"icon":696},"i-ph-wrench",{"title":698,"path":699,"stem":700,"icon":696},"Describe tool functions","\u002Fbuild\u002Fparts\u002Ftools\u002Fdefinitions","04.build\u002F02.parts\u002F04.tools\u002F01.definitions",{"title":702,"path":703,"stem":704,"icon":696},"Return results and files","\u002Fbuild\u002Fparts\u002Ftools\u002Fresults-and-files","04.build\u002F02.parts\u002F04.tools\u002F02.results-and-files",{"title":706,"path":707,"stem":708,"icon":696},"Handle tool call lifecycle","\u002Fbuild\u002Fparts\u002Ftools\u002Fcall-lifecycle","04.build\u002F02.parts\u002F04.tools\u002F03.call-lifecycle",{"title":710,"path":711,"stem":712,"icon":696},"Pin tool definitions","\u002Fbuild\u002Fparts\u002Ftools\u002Fsnapshots","04.build\u002F02.parts\u002F04.tools\u002F04.snapshots",{"title":714,"path":715,"stem":716,"icon":696},"Call a model from a tool","\u002Fbuild\u002Fparts\u002Ftools\u002Fmodel-calls","04.build\u002F02.parts\u002F04.tools\u002F05.model-calls",{"title":718,"path":719,"stem":720,"icon":696},"Tool labels and approvals","\u002Fbuild\u002Fparts\u002Ftools\u002Fpolicy","04.build\u002F02.parts\u002F04.tools\u002F06.policy",{"title":722,"path":723,"stem":724,"icon":725},"TypeScript tools","\u002Fbuild\u002Fparts\u002Ftypescript-tools","04.build\u002F02.parts\u002F05.typescript-tools","i-ph-file-code",{"title":727,"path":728,"stem":729,"icon":725},"Import an OpenAPI document","\u002Fbuild\u002Fparts\u002Fopenapi-import","04.build\u002F02.parts\u002F06.openapi-import",{"title":731,"path":732,"stem":733,"children":734,"icon":736},"Write and load skills","\u002Fbuild\u002Fparts\u002Fskills","04.build\u002F02.parts\u002F07.skills\u002F00.index",[735,737],{"title":731,"path":732,"stem":733,"icon":736},"i-ph-graduation-cap",{"title":738,"path":739,"stem":740,"icon":736},"Review skill use and proposals","\u002Fbuild\u002Fparts\u002Fskills\u002Fusage-and-proposals","04.build\u002F02.parts\u002F07.skills\u002F01.usage-and-proposals",{"title":742,"path":743,"stem":744,"children":745,"icon":747},"Write a flow","\u002Fbuild\u002Fparts\u002Fflows","04.build\u002F02.parts\u002F08.flows\u002F00.index",[746,748,752],{"title":742,"path":743,"stem":744,"icon":747},"i-ph-flow-arrow",{"title":749,"path":750,"stem":751,"icon":747},"Flow steps and expressions","\u002Fbuild\u002Fparts\u002Fflows\u002Fsteps-and-expressions","04.build\u002F02.parts\u002F08.flows\u002F01.steps-and-expressions",{"title":753,"path":754,"stem":755,"icon":747},"Expose and explain flows","\u002Fbuild\u002Fparts\u002Fflows\u002Fflow-tools","04.build\u002F02.parts\u002F08.flows\u002F02.flow-tools",{"title":757,"path":758,"stem":759,"icon":760},"Hooks","\u002Fbuild\u002Fparts\u002Fhooks","04.build\u002F02.parts\u002F09.hooks","i-ph-anchor",{"title":762,"path":763,"stem":764,"children":765,"icon":767},"Declare an event source","\u002Fbuild\u002Fparts\u002Fevent-sources","04.build\u002F02.parts\u002F10.event-sources\u002F00.index",[766,768,772],{"title":762,"path":763,"stem":764,"icon":767},"i-ph-broadcast",{"title":769,"path":770,"stem":771,"icon":767},"Bind and answer deliveries","\u002Fbuild\u002Fparts\u002Fevent-sources\u002Fdelivery-binding","04.build\u002F02.parts\u002F10.event-sources\u002F01.delivery-binding",{"title":773,"path":774,"stem":775,"icon":767},"Use platform events","\u002Fbuild\u002Fparts\u002Fevent-sources\u002Fplatform-events","04.build\u002F02.parts\u002F10.event-sources\u002F02.platform-events",{"title":777,"path":778,"stem":779,"children":780,"icon":782},"Declare a connection","\u002Fbuild\u002Fparts\u002Fconnections","04.build\u002F02.parts\u002F11.connections\u002F00.index",[781,783,787],{"title":777,"path":778,"stem":779,"icon":782},"i-ph-plugs-connected",{"title":784,"path":785,"stem":786,"icon":782},"Connection token lifecycle","\u002Fbuild\u002Fparts\u002Fconnections\u002Ftoken-lifecycle","04.build\u002F02.parts\u002F11.connections\u002F01.token-lifecycle",{"title":788,"path":789,"stem":790,"icon":782},"Connection setup and security","\u002Fbuild\u002Fparts\u002Fconnections\u002Fsetup-and-security","04.build\u002F02.parts\u002F11.connections\u002F02.setup-and-security",{"title":792,"path":793,"stem":794,"children":795,"icon":797},"Choose a harness","\u002Fbuild\u002Fparts\u002Fharnesses","04.build\u002F02.parts\u002F12.harnesses\u002F00.index",[796,798,802,806,810],{"title":792,"path":793,"stem":794,"icon":797},"i-ph-cpu",{"title":799,"path":800,"stem":801,"icon":797},"Harness tool controls","\u002Fbuild\u002Fparts\u002Fharnesses\u002Ftool-controls","04.build\u002F02.parts\u002F12.harnesses\u002F01.tool-controls",{"title":803,"path":804,"stem":805,"icon":797},"Recover a harness session","\u002Fbuild\u002Fparts\u002Fharnesses\u002Frecovery","04.build\u002F02.parts\u002F12.harnesses\u002F02.recovery",{"title":807,"path":808,"stem":809,"icon":797},"Write a harness","\u002Fbuild\u002Fparts\u002Fharnesses\u002Fcustom-harnesses","04.build\u002F02.parts\u002F12.harnesses\u002F03.custom-harnesses",{"title":811,"path":812,"stem":813,"icon":797},"Use an ACP agent","\u002Fbuild\u002Fparts\u002Fharnesses\u002Facp","04.build\u002F02.parts\u002F12.harnesses\u002F04.acp",{"title":815,"path":816,"stem":817,"icon":782},"Bring your own agent","\u002Fbuild\u002Fparts\u002Fbring-your-own-agent","04.build\u002F02.parts\u002F13.bring-your-own-agent",{"title":819,"path":820,"stem":821,"icon":822},"Records and start-up text","\u002Fbuild\u002Fparts\u002Frecords-and-startup","04.build\u002F02.parts\u002F14.records-and-startup","i-ph-database",{"title":824,"path":825,"stem":826,"icon":827},"Addresses","\u002Fbuild\u002Fparts\u002Faddresses","04.build\u002F02.parts\u002F15.addresses","i-ph-signpost",{"title":829,"path":830,"stem":831,"children":832,"icon":834},"Define a routine","\u002Fbuild\u002Fparts\u002Froutines","04.build\u002F02.parts\u002F16.routines\u002F00.index",[833,835],{"title":829,"path":830,"stem":831,"icon":834},"i-ph-clock-clockwise",{"title":836,"path":837,"stem":838,"icon":834},"Routine permissions and outputs","\u002Fbuild\u002Fparts\u002Froutines\u002Foutputs-and-permissions","04.build\u002F02.parts\u002F16.routines\u002F01.outputs-and-permissions",{"title":840,"path":841,"stem":842,"icon":843},"When to split an agent","\u002Fbuild\u002Fparts\u002Fwhen-to-split-an-agent","04.build\u002F02.parts\u002F17.when-to-split-an-agent","i-ph-arrows-split",{"title":845,"path":846,"stem":847,"children":848,"icon":71},"Apps on OZ","\u002Fbuild\u002Fapps","04.build\u002F03.apps\u002F00.index",[849,851,862,867,872,876,880,884,894,908,913,928,942],{"title":850,"path":846,"stem":847},"Applications and clients",{"title":852,"path":853,"stem":854,"children":855,"icon":857},"Use the runtime API","\u002Fbuild\u002Fapps\u002Fruntime-api","04.build\u002F03.apps\u002F01.runtime-api\u002F00.index",[856,858],{"title":852,"path":853,"stem":854,"icon":857},"i-ph-plug",{"title":859,"path":860,"stem":861,"icon":857},"Runtime API authentication","\u002Fbuild\u002Fapps\u002Fruntime-api\u002Fauthentication","04.build\u002F03.apps\u002F01.runtime-api\u002F01.authentication",{"title":863,"path":864,"stem":865,"icon":866},"Python SDK","\u002Fbuild\u002Fapps\u002Fsdk-python","04.build\u002F03.apps\u002F02.sdk-python","i-ph-file-py",{"title":868,"path":869,"stem":870,"icon":871},"TypeScript SDK","\u002Fbuild\u002Fapps\u002Fsdk-typescript","04.build\u002F03.apps\u002F03.sdk-typescript","i-ph-file-ts",{"title":873,"path":874,"stem":875,"icon":725},"Go SDK","\u002Fbuild\u002Fapps\u002Fsdk-go","04.build\u002F03.apps\u002F04.sdk-go",{"title":877,"path":878,"stem":879,"icon":782},"AG-UI for your apps","\u002Fbuild\u002Fapps\u002Fag-ui","04.build\u002F03.apps\u002F05.ag-ui",{"title":881,"path":882,"stem":883,"icon":249},"A chat in your own app","\u002Fbuild\u002Fapps\u002Fchat-app","04.build\u002F03.apps\u002F06.chat-app",{"title":885,"path":886,"stem":887,"children":888,"icon":767},"Follow live jobs","\u002Fbuild\u002Fapps\u002Flive-feeds","04.build\u002F03.apps\u002F07.live-feeds\u002F00.index",[889,890],{"title":885,"path":886,"stem":887,"icon":767},{"title":891,"path":892,"stem":893,"icon":767},"Feed access and browser streams","\u002Fbuild\u002Fapps\u002Flive-feeds\u002Fbrowser-and-access","04.build\u002F03.apps\u002F07.live-feeds\u002F01.browser-and-access",{"title":895,"path":896,"stem":897,"children":898,"icon":782},"Call agents over MCP","\u002Fbuild\u002Fapps\u002Fmcp-server","04.build\u002F03.apps\u002F08.mcp-server\u002F00.index",[899,900,904],{"title":895,"path":896,"stem":897,"icon":782},{"title":901,"path":902,"stem":903,"icon":782},"MCP client OAuth","\u002Fbuild\u002Fapps\u002Fmcp-server\u002Foauth","04.build\u002F03.apps\u002F08.mcp-server\u002F01.oauth",{"title":905,"path":906,"stem":907,"icon":782},"MCP security and limits","\u002Fbuild\u002Fapps\u002Fmcp-server\u002Fsecurity-and-limits","04.build\u002F03.apps\u002F08.mcp-server\u002F02.security-and-limits",{"title":909,"path":910,"stem":911,"icon":912},"A2A agents","\u002Fbuild\u002Fapps\u002Fa2a","04.build\u002F03.apps\u002F09.a2a","i-ph-share-network",{"title":914,"path":915,"stem":916,"children":917,"icon":919},"Run a remote agent","\u002Fbuild\u002Fapps\u002Fremote-agents","04.build\u002F03.apps\u002F10.remote-agents\u002F00.index",[918,920,924],{"title":914,"path":915,"stem":916,"icon":919},"i-ph-cloud-arrow-down",{"title":921,"path":922,"stem":923,"icon":919},"Remote sessions and limits","\u002Fbuild\u002Fapps\u002Fremote-agents\u002Fsessions-and-limits","04.build\u002F03.apps\u002F10.remote-agents\u002F01.sessions-and-limits",{"title":925,"path":926,"stem":927,"icon":919},"Connect an outside A2A agent","\u002Fbuild\u002Fapps\u002Fremote-agents\u002Fa2a","04.build\u002F03.apps\u002F10.remote-agents\u002F02.a2a",{"title":929,"path":930,"stem":931,"children":932,"icon":249},"Connect a chat channel","\u002Fbuild\u002Fapps\u002Fchat-channels","04.build\u002F03.apps\u002F11.chat-channels\u002F00.index",[933,934,938],{"title":929,"path":930,"stem":931,"icon":249},{"title":935,"path":936,"stem":937,"icon":249},"Chat channel conversations","\u002Fbuild\u002Fapps\u002Fchat-channels\u002Fconversations","04.build\u002F03.apps\u002F11.chat-channels\u002F01.conversations",{"title":939,"path":940,"stem":941,"icon":249},"Build a chat channel","\u002Fbuild\u002Fapps\u002Fchat-channels\u002Fbuild","04.build\u002F03.apps\u002F11.chat-channels\u002F02.build",{"title":943,"path":944,"stem":945,"icon":946},"Interop matrix","\u002Fbuild\u002Fapps\u002Finterop","04.build\u002F03.apps\u002F12.interop","i-ph-check-square-offset",{"title":948,"path":949,"stem":950,"children":951,"icon":71},"Improve","\u002Fimprove","05.improve\u002F00.index",[952,953,958,963,968,994,1021,1026,1031,1036],{"title":948,"path":949,"stem":950},{"title":954,"path":955,"stem":956,"icon":957},"Search, compare and fix","\u002Fimprove\u002Fsearch-and-compare","05.improve\u002F01.search-and-compare","i-ph-magnifying-glass",{"title":959,"path":960,"stem":961,"icon":962},"Errors and insights","\u002Fimprove\u002Ferrors-and-insights","05.improve\u002F02.errors-and-insights","i-ph-chart-line",{"title":964,"path":965,"stem":966,"icon":967},"Measured savings","\u002Fimprove\u002Fmeasured-savings","05.improve\u002F03.measured-savings","i-ph-scales",{"title":969,"path":970,"stem":971,"children":972,"icon":463},"Evals and quality gates","\u002Fimprove\u002Fevals","05.improve\u002F04.evals\u002F00.index",[973,974,978,982,986,990],{"title":969,"path":970,"stem":971,"icon":463},{"title":975,"path":976,"stem":977},"Case expectations","\u002Fimprove\u002Fevals\u002Fcases","05.improve\u002F04.evals\u002F01.cases",{"title":979,"path":980,"stem":981},"Record and replay answers","\u002Fimprove\u002Fevals\u002Frecordings","05.improve\u002F04.evals\u002F02.recordings",{"title":983,"path":984,"stem":985},"Check policy paths","\u002Fimprove\u002Fevals\u002Fcoverage","05.improve\u002F04.evals\u002F03.coverage",{"title":987,"path":988,"stem":989},"Gate a plugin update","\u002Fimprove\u002Fevals\u002Fquality-gates","05.improve\u002F04.evals\u002F04.quality-gates",{"title":991,"path":992,"stem":993},"Track quality and regressions","\u002Fimprove\u002Fevals\u002Fregressions","05.improve\u002F04.evals\u002F05.regressions",{"title":995,"path":996,"stem":997,"children":998,"icon":1000},"Outcome checks and patterns","\u002Fimprove\u002Foutcome-checks","05.improve\u002F05.outcome-checks\u002F00.index",[999,1001,1005,1009,1013,1017],{"title":995,"path":996,"stem":997,"icon":1000},"i-ph-gavel",{"title":1002,"path":1003,"stem":1004},"Choose a judge and rubric","\u002Fimprove\u002Foutcome-checks\u002Fjudges","05.improve\u002F05.outcome-checks\u002F01.judges",{"title":1006,"path":1007,"stem":1008},"Measure a judge over time","\u002Fimprove\u002Foutcome-checks\u002Fsampling","05.improve\u002F05.outcome-checks\u002F02.sampling",{"title":1010,"path":1011,"stem":1012},"Use a reviewer agent","\u002Fimprove\u002Foutcome-checks\u002Freviewer","05.improve\u002F05.outcome-checks\u002F03.reviewer",{"title":1014,"path":1015,"stem":1016},"Choose among candidate answers","\u002Fimprove\u002Foutcome-checks\u002Fselection","05.improve\u002F05.outcome-checks\u002F04.selection",{"title":1018,"path":1019,"stem":1020},"Test and roll out judged agents","\u002Fimprove\u002Foutcome-checks\u002Frollouts","05.improve\u002F05.outcome-checks\u002F05.rollouts",{"title":1022,"path":1023,"stem":1024,"icon":1025},"Measured results","\u002Fimprove\u002Fmeasured-results","05.improve\u002F06.measured-results","i-ph-chart-bar",{"title":1027,"path":1028,"stem":1029,"icon":1030},"Comparisons of a changed agent","\u002Fimprove\u002Fcomparisons-of-a-changed-agent","05.improve\u002F07.comparisons-of-a-changed-agent","i-ph-git-diff",{"title":1032,"path":1033,"stem":1034,"icon":1035},"Where a fix belongs","\u002Fimprove\u002Fwhere-a-fix-belongs","05.improve\u002F08.where-a-fix-belongs","i-ph-ladder",{"title":1037,"path":1038,"stem":1039,"icon":957},"Evidence for agents","\u002Fimprove\u002Fevidence-for-agents","05.improve\u002F09.evidence-for-agents",{"title":1041,"path":1042,"stem":1043,"children":1044,"icon":71},"Govern","\u002Fgovern","06.govern\u002F00.index",[1045,1047,1085,1089,1111,1115,1120,1151,1170,1175,1180,1184,1207],{"title":1046,"path":1042,"stem":1043},"Govern agents",{"title":1048,"path":1049,"stem":1050,"children":1051,"icon":98},"Tool policy","\u002Fgovern\u002Ftool-policy","06.govern\u002F01.tool-policy\u002F00.index",[1052,1053,1057,1061,1065,1069,1073,1077,1081],{"title":1048,"path":1049,"stem":1050,"icon":98},{"title":1054,"path":1055,"stem":1056},"Export and apply a tool policy","\u002Fgovern\u002Ftool-policy\u002Ffiles","06.govern\u002F01.tool-policy\u002F02.files",{"title":1058,"path":1059,"stem":1060},"Rules for plugin and remote functions","\u002Fgovern\u002Ftool-policy\u002Fplugin-functions","06.govern\u002F01.tool-policy\u002F03.plugin-functions",{"title":1062,"path":1063,"stem":1064},"Function conditions and action classes","\u002Fgovern\u002Ftool-policy\u002Fconditions","06.govern\u002F01.tool-policy\u002F04.conditions",{"title":1066,"path":1067,"stem":1068},"Rules for taint, origins and sequences","\u002Fgovern\u002Ftool-policy\u002Forigins-and-sequences","06.govern\u002F01.tool-policy\u002F05.origins-and-sequences",{"title":1070,"path":1071,"stem":1072},"How the runtime enforces tool policy","\u002Fgovern\u002Ftool-policy\u002Fruntime","06.govern\u002F01.tool-policy\u002F06.runtime",{"title":1074,"path":1075,"stem":1076},"Preview, review and lint tool policy changes","\u002Fgovern\u002Ftool-policy\u002Freview-changes","06.govern\u002F01.tool-policy\u002F07.review-changes",{"title":1078,"path":1079,"stem":1080},"Assign duties to tool calls","\u002Fgovern\u002Ftool-policy\u002Fduties","06.govern\u002F01.tool-policy\u002F08.duties",{"title":1082,"path":1083,"stem":1084},"Command rules in a tool policy","\u002Fgovern\u002Ftool-policy\u002Fcommand-rules","06.govern\u002F01.tool-policy\u002F09.command-rules",{"title":1086,"path":1087,"stem":1088,"icon":230},"Governance replay","\u002Fgovern\u002Fgovernance-replay","06.govern\u002F02.governance-replay",{"title":1090,"path":1091,"stem":1092,"children":1093,"icon":532},"Reviewed changes","\u002Fgovern\u002Freviewed-changes","06.govern\u002F03.reviewed-changes\u002F00.index",[1094,1095,1099,1103,1107],{"title":1090,"path":1091,"stem":1092,"icon":532},{"title":1096,"path":1097,"stem":1098},"Review assistant and job proposals","\u002Fgovern\u002Freviewed-changes\u002Fproposals","06.govern\u002F03.reviewed-changes\u002F02.proposals",{"title":1100,"path":1101,"stem":1102},"Review plugin configurations","\u002Fgovern\u002Freviewed-changes\u002Fplugin-configurations","06.govern\u002F03.reviewed-changes\u002F03.plugin-configurations",{"title":1104,"path":1105,"stem":1106},"Review and roll back changesets","\u002Fgovern\u002Freviewed-changes\u002Fchangesets","06.govern\u002F03.reviewed-changes\u002F04.changesets",{"title":1108,"path":1109,"stem":1110},"Review changes to protected paths","\u002Fgovern\u002Freviewed-changes\u002Fprotected-paths","06.govern\u002F03.reviewed-changes\u002F05.protected-paths",{"title":1112,"path":1113,"stem":1114,"icon":666},"AI labels","\u002Fgovern\u002Fai-labels","06.govern\u002F04.ai-labels",{"title":1116,"path":1117,"stem":1118,"icon":1119},"Kill switches","\u002Fgovern\u002Fkill-switches","06.govern\u002F05.kill-switches","i-ph-power",{"title":1121,"path":1122,"stem":1123,"children":1124,"icon":1126},"Personal data","\u002Fgovern\u002Fpersonal-data","06.govern\u002F06.personal-data\u002F00.index",[1125,1127,1131,1135,1139,1143,1147],{"title":1121,"path":1122,"stem":1123,"icon":1126},"i-ph-user-minus",{"title":1128,"path":1129,"stem":1130},"Associate people and purposes with jobs","\u002Fgovern\u002Fpersonal-data\u002Fassociate-people","06.govern\u002F06.personal-data\u002F01.associate-people",{"title":1132,"path":1133,"stem":1134},"Find and export personal data","\u002Fgovern\u002Fpersonal-data\u002Fexport","06.govern\u002F06.personal-data\u002F02.export",{"title":1136,"path":1137,"stem":1138},"Restrict processing and record contests","\u002Fgovern\u002Fpersonal-data\u002Frestrictions-and-contests","06.govern\u002F06.personal-data\u002F03.restrictions-and-contests",{"title":1140,"path":1141,"stem":1142},"Erase personal data","\u002Fgovern\u002Fpersonal-data\u002Ferase","06.govern\u002F06.personal-data\u002F04.erase",{"title":1144,"path":1145,"stem":1146},"Retain records and restore backups","\u002Fgovern\u002Fpersonal-data\u002Fretention","06.govern\u002F06.personal-data\u002F05.retention",{"title":1148,"path":1149,"stem":1150},"Personal data held by plugins","\u002Fgovern\u002Fpersonal-data\u002Fplugin-records","06.govern\u002F06.personal-data\u002F06.plugin-records",{"title":1152,"path":1153,"stem":1154,"children":1155,"icon":1157},"Taint and labels","\u002Fgovern\u002Ftaint-and-labels","06.govern\u002F07.taint-and-labels\u002F00.index",[1156,1158,1162,1166],{"title":1152,"path":1153,"stem":1154,"icon":1157},"i-ph-drop-half-bottom",{"title":1159,"path":1160,"stem":1161},"Set rules on taint and labels","\u002Fgovern\u002Ftaint-and-labels\u002Frules","06.govern\u002F07.taint-and-labels\u002F02.rules",{"title":1163,"path":1164,"stem":1165},"Set clearance, egress and content walls","\u002Fgovern\u002Ftaint-and-labels\u002Flabel-policies","06.govern\u002F07.taint-and-labels\u002F03.label-policies",{"title":1167,"path":1168,"stem":1169},"Read outside text in a quarantine child","\u002Fgovern\u002Ftaint-and-labels\u002Fquarantine","06.govern\u002F07.taint-and-labels\u002F04.quarantine",{"title":1171,"path":1172,"stem":1173,"icon":1174},"Works-council mode","\u002Fgovern\u002Fworks-council-mode","06.govern\u002F08.works-council-mode","i-ph-users-three",{"title":1176,"path":1177,"stem":1178,"icon":1179},"Incidents","\u002Fgovern\u002Fincidents","06.govern\u002F09.incidents","i-ph-siren",{"title":1181,"path":1182,"stem":1183,"icon":213},"Inventory","\u002Fgovern\u002Finventory","06.govern\u002F10.inventory",{"title":1185,"path":1186,"stem":1187,"children":1188,"icon":1190},"Audit trail","\u002Fgovern\u002Faudit-trail","06.govern\u002F11.audit-trail\u002F00.index",[1189,1191,1195,1199,1203],{"title":1185,"path":1186,"stem":1187,"icon":1190},"i-ph-scroll",{"title":1192,"path":1193,"stem":1194},"Audit records and run identity","\u002Fgovern\u002Faudit-trail\u002Frecords","06.govern\u002F11.audit-trail\u002F02.records",{"title":1196,"path":1197,"stem":1198},"Verify the audit chain","\u002Fgovern\u002Faudit-trail\u002Fverification","06.govern\u002F11.audit-trail\u002F03.verification",{"title":1200,"path":1201,"stem":1202},"Export and verify evidence bundles","\u002Fgovern\u002Faudit-trail\u002Fevidence-bundles","06.govern\u002F11.audit-trail\u002F04.evidence-bundles",{"title":1204,"path":1205,"stem":1206},"Audit retention, erasure and legal holds","\u002Fgovern\u002Faudit-trail\u002Fretention","06.govern\u002F11.audit-trail\u002F05.retention",{"title":1208,"path":1209,"stem":1210,"children":1211,"icon":1213},"Command rules","\u002Fgovern\u002Fcommand-rules","06.govern\u002F12.command-rules\u002F00.index",[1212,1214,1218,1222,1226],{"title":1208,"path":1209,"stem":1210,"icon":1213},"i-ph-terminal",{"title":1215,"path":1216,"stem":1217},"Command rule patterns","\u002Fgovern\u002Fcommand-rules\u002Fpatterns","06.govern\u002F12.command-rules\u002F02.patterns",{"title":1219,"path":1220,"stem":1221},"What the command reader understands","\u002Fgovern\u002Fcommand-rules\u002Fcommand-reader","06.govern\u002F12.command-rules\u002F03.command-reader",{"title":1223,"path":1224,"stem":1225},"Create a command rule from an approval","\u002Fgovern\u002Fcommand-rules\u002Fallow-from-card","06.govern\u002F12.command-rules\u002F04.allow-from-card",{"title":1227,"path":1228,"stem":1229},"Command rule evaluation and limits","\u002Fgovern\u002Fcommand-rules\u002Fevaluation-and-limits","06.govern\u002F12.command-rules\u002F05.evaluation-and-limits",{"title":1231,"path":1232,"stem":1233,"children":1234,"icon":71},"Fleet","\u002Ffleet","07.fleet\u002F00.index",[1235,1237,1242,1247,1251,1256,1260,1265,1270,1274,1278,1297,1302,1307,1325,1329,1333,1352,1357,1380,1385,1390,1395,1399,1458,1462,1467,1481,1486,1490,1494],{"title":1236,"path":1232,"stem":1233},"Operate a fleet",{"title":1238,"path":1239,"stem":1240,"icon":1241},"Dev mode","\u002Ffleet\u002Fdev-mode","07.fleet\u002F01.dev-mode","i-ph-laptop",{"title":1243,"path":1244,"stem":1245,"icon":1246},"Run a cluster","\u002Ffleet\u002Fcluster","07.fleet\u002F02.cluster","i-ph-hard-drives",{"title":1248,"path":1249,"stem":1250,"icon":782},"Join nodes","\u002Ffleet\u002Fjoin-nodes","07.fleet\u002F03.join-nodes",{"title":1252,"path":1253,"stem":1254,"icon":1255},"Manage nodes","\u002Ffleet\u002Fmanage-nodes","07.fleet\u002F04.manage-nodes","i-ph-list-bullets",{"title":1257,"path":1258,"stem":1259,"icon":527},"Node health","\u002Ffleet\u002Fnodes","07.fleet\u002F05.nodes",{"title":1261,"path":1262,"stem":1263,"icon":1264},"Nodes as services","\u002Ffleet\u002Fservices","07.fleet\u002F06.services","i-ph-gear-six",{"title":1266,"path":1267,"stem":1268,"icon":1269},"Doctor","\u002Ffleet\u002Fdoctor","07.fleet\u002F07.doctor","i-ph-stethoscope",{"title":1271,"path":1272,"stem":1273,"icon":421},"Troubleshooting","\u002Ffleet\u002Ftroubleshooting","07.fleet\u002F08.troubleshooting",{"title":1275,"path":1276,"stem":1277,"icon":962},"Tracing and metrics","\u002Ffleet\u002Fobservability","07.fleet\u002F09.observability",{"title":1279,"path":1280,"stem":1281,"children":1282,"icon":1284},"Choose sandbox tier 2","\u002Ffleet\u002Fsandbox-tier-2","07.fleet\u002F10.sandbox-tier-2\u002F00.index",[1283,1285,1289,1293],{"title":1279,"path":1280,"stem":1281,"icon":1284},"i-ph-shield-chevron",{"title":1286,"path":1287,"stem":1288,"icon":1284},"Set up gVisor","\u002Ffleet\u002Fsandbox-tier-2\u002Fgvisor","07.fleet\u002F10.sandbox-tier-2\u002F01.gvisor",{"title":1290,"path":1291,"stem":1292,"icon":1284},"Set up microVM isolation","\u002Ffleet\u002Fsandbox-tier-2\u002Fmicrovms","07.fleet\u002F10.sandbox-tier-2\u002F02.microvms",{"title":1294,"path":1295,"stem":1296,"icon":1284},"Configure remote sandboxes","\u002Ffleet\u002Fsandbox-tier-2\u002Fremote","07.fleet\u002F10.sandbox-tier-2\u002F03.remote",{"title":1298,"path":1299,"stem":1300,"icon":1301},"Sandbox on macOS","\u002Ffleet\u002Fsandbox-on-macos","07.fleet\u002F11.sandbox-on-macos","i-ph-apple-logo",{"title":1303,"path":1304,"stem":1305,"icon":1306},"Sandbox on Windows","\u002Ffleet\u002Fsandbox-on-windows","07.fleet\u002F12.sandbox-on-windows","i-ph-windows-logo",{"title":1308,"path":1309,"stem":1310,"children":1311,"icon":797},"Configure local models","\u002Ffleet\u002Flocal-models","07.fleet\u002F13.local-models\u002F00.index",[1312,1313,1317,1321],{"title":1308,"path":1309,"stem":1310,"icon":797},{"title":1314,"path":1315,"stem":1316,"icon":797},"Share a local model with the fleet","\u002Ffleet\u002Flocal-models\u002Ffleet","07.fleet\u002F13.local-models\u002F01.fleet",{"title":1318,"path":1319,"stem":1320,"icon":797},"Review local-model safety checks","\u002Ffleet\u002Flocal-models\u002Ftrust","07.fleet\u002F13.local-models\u002F02.trust",{"title":1322,"path":1323,"stem":1324,"icon":797},"Size and price local models","\u002Ffleet\u002Flocal-models\u002Fsizing-and-cost","07.fleet\u002F13.local-models\u002F03.sizing-and-cost",{"title":1326,"path":1327,"stem":1328,"icon":1241},"Agents on a Mac with MLX","\u002Ffleet\u002Flocal-models-on-a-mac","07.fleet\u002F14.local-models-on-a-mac",{"title":1330,"path":1331,"stem":1332,"icon":127},"Queues","\u002Ffleet\u002Fqueues","07.fleet\u002F15.queues",{"title":1334,"path":1335,"stem":1336,"children":1337,"icon":1339},"Choose a Temporal backend","\u002Ffleet\u002Ftemporal-backends","07.fleet\u002F16.temporal-backends\u002F00.index",[1338,1340,1344,1348],{"title":1334,"path":1335,"stem":1336,"icon":1339},"i-ph-cloud",{"title":1341,"path":1342,"stem":1343},"Set retention and move tenants","\u002Ffleet\u002Ftemporal-backends\u002Fretention-and-migration","07.fleet\u002F16.temporal-backends\u002F01.retention-and-migration",{"title":1345,"path":1346,"stem":1347},"Encrypt Temporal payloads","\u002Ffleet\u002Ftemporal-backends\u002Fencryption","07.fleet\u002F16.temporal-backends\u002F02.encryption",{"title":1349,"path":1350,"stem":1351},"Read payloads in Temporal UI","\u002Ffleet\u002Ftemporal-backends\u002Fcodec","07.fleet\u002F16.temporal-backends\u002F03.codec",{"title":1353,"path":1354,"stem":1355,"icon":1356},"Regions","\u002Ffleet\u002Fregions","07.fleet\u002F17.regions","i-ph-globe-hemisphere-east",{"title":1358,"path":1359,"stem":1360,"children":1361,"icon":1363},"Run the roles separately","\u002Ffleet\u002Fseparate-roles","07.fleet\u002F18.separate-roles\u002F00.index",[1362,1364,1368,1372,1376],{"title":1358,"path":1359,"stem":1360,"icon":1363},"i-ph-squares-four",{"title":1365,"path":1366,"stem":1367},"Prepare database rights","\u002Ffleet\u002Fseparate-roles\u002Fdatabase-rights","07.fleet\u002F18.separate-roles\u002F01.database-rights",{"title":1369,"path":1370,"stem":1371},"Keep plaintext secrets on edges","\u002Ffleet\u002Fseparate-roles\u002Fsecrets","07.fleet\u002F18.separate-roles\u002F02.secrets",{"title":1373,"path":1374,"stem":1375},"Operate through role outages","\u002Ffleet\u002Fseparate-roles\u002Foutages","07.fleet\u002F18.separate-roles\u002F03.outages",{"title":1377,"path":1378,"stem":1379},"Use Temporal UI with separate roles","\u002Ffleet\u002Fseparate-roles\u002Ftemporal-ui","07.fleet\u002F18.separate-roles\u002F04.temporal-ui",{"title":1381,"path":1382,"stem":1383,"icon":1384},"High availability","\u002Ffleet\u002Fhigh-availability","07.fleet\u002F19.high-availability","i-ph-copy",{"title":1386,"path":1387,"stem":1388,"icon":1389},"Management over a WAN","\u002Ffleet\u002Fmanagement-over-a-wan","07.fleet\u002F20.management-over-a-wan","i-ph-globe-hemisphere-west",{"title":1391,"path":1392,"stem":1393,"icon":1394},"Cloud federation","\u002Ffleet\u002Fcloud-federation","07.fleet\u002F21.cloud-federation","i-ph-cloud-check",{"title":1396,"path":1397,"stem":1398,"icon":451},"Payload storage","\u002Ffleet\u002Fpayload-storage","07.fleet\u002F22.payload-storage",{"title":1400,"path":1401,"stem":1402,"children":1403,"icon":1405},"Upgrade a cluster","\u002Ffleet\u002Fupgrades","07.fleet\u002F23.upgrades\u002F00.index",[1404,1406,1410,1414,1418,1422,1426,1430,1434,1438,1442,1446,1450,1454],{"title":1400,"path":1401,"stem":1402,"icon":1405},"i-ph-arrows-clockwise",{"title":1407,"path":1408,"stem":1409},"Prepare for sandbox changes","\u002Ffleet\u002Fupgrades\u002Fsandbox-changes","07.fleet\u002F23.upgrades\u002F01.sandbox-changes",{"title":1411,"path":1412,"stem":1413},"Review policy changes","\u002Ffleet\u002Fupgrades\u002Fpolicy-changes","07.fleet\u002F23.upgrades\u002F02.policy-changes",{"title":1415,"path":1416,"stem":1417},"Review data and privacy migrations","\u002Ffleet\u002Fupgrades\u002Fdata-migrations","07.fleet\u002F23.upgrades\u002F03.data-migrations",{"title":1419,"path":1420,"stem":1421},"Prepare storage and identity migrations","\u002Ffleet\u002Fupgrades\u002Fstorage-and-identity","07.fleet\u002F23.upgrades\u002F04.storage-and-identity",{"title":1423,"path":1424,"stem":1425},"Prepare plugins for an upgrade","\u002Ffleet\u002Fupgrades\u002Fplugin-changes","07.fleet\u002F23.upgrades\u002F05.plugin-changes",{"title":1427,"path":1428,"stem":1429},"Keep calls compatible during upgrades","\u002Ffleet\u002Fupgrades\u002Fcall-compatibility","07.fleet\u002F23.upgrades\u002F06.call-compatibility",{"title":1431,"path":1432,"stem":1433},"Review model and budget migrations","\u002Ffleet\u002Fupgrades\u002Fmodel-and-budget-changes","07.fleet\u002F23.upgrades\u002F07.model-and-budget-changes",{"title":1435,"path":1436,"stem":1437},"Migrate to shared worker pools","\u002Ffleet\u002Fupgrades\u002Fshared-pools","07.fleet\u002F23.upgrades\u002F08.shared-pools",{"title":1439,"path":1440,"stem":1441},"Upgrade node binaries and runtimes","\u002Ffleet\u002Fupgrades\u002Fnodes","07.fleet\u002F23.upgrades\u002F09.nodes",{"title":1443,"path":1444,"stem":1445},"Understand runtime shutdown","\u002Ffleet\u002Fupgrades\u002Fruntime-shutdown","07.fleet\u002F23.upgrades\u002F10.runtime-shutdown",{"title":1447,"path":1448,"stem":1449},"Review runtime behaviour changes","\u002Ffleet\u002Fupgrades\u002Fruntime-changes","07.fleet\u002F23.upgrades\u002F11.runtime-changes",{"title":1451,"path":1452,"stem":1453},"Verify releases and switch channels","\u002Ffleet\u002Fupgrades\u002Frelease-verification","07.fleet\u002F23.upgrades\u002F12.release-verification",{"title":1455,"path":1456,"stem":1457},"Roll a runtime out in steps","\u002Ffleet\u002Fupgrades\u002Fruntime-rollouts","07.fleet\u002F23.upgrades\u002F13.runtime-rollouts",{"title":1459,"path":1460,"stem":1461,"icon":463},"Releases","\u002Ffleet\u002Freleases","07.fleet\u002F24.releases",{"title":1463,"path":1464,"stem":1465,"icon":1466},"Docker","\u002Ffleet\u002Fdocker","07.fleet\u002F25.docker","i-ph-shipping-container",{"title":1468,"path":1469,"stem":1470,"children":1471,"icon":480},"Deploy with Kubernetes","\u002Ffleet\u002Fkubernetes","07.fleet\u002F26.kubernetes\u002F00.index",[1472,1473,1477],{"title":1468,"path":1469,"stem":1470,"icon":480},{"title":1474,"path":1475,"stem":1476,"icon":480},"Helm objects and values","\u002Ffleet\u002Fkubernetes\u002Fvalues","07.fleet\u002F26.kubernetes\u002F01.values",{"title":1478,"path":1479,"stem":1480,"icon":480},"Maintain a Kubernetes deployment","\u002Ffleet\u002Fkubernetes\u002Fmaintenance","07.fleet\u002F26.kubernetes\u002F02.maintenance",{"title":1482,"path":1483,"stem":1484,"icon":1485},"Offline install","\u002Ffleet\u002Foffline-install","07.fleet\u002F27.offline-install","i-ph-airplane-tilt",{"title":1487,"path":1488,"stem":1489,"icon":98},"FIPS builds","\u002Ffleet\u002Ffips","07.fleet\u002F28.fips",{"title":1491,"path":1492,"stem":1493,"icon":249},"Run Orchestrator Zero from an MCP client","\u002Ffleet\u002Fmcp-client","07.fleet\u002F29.mcp-client",{"title":1495,"path":1496,"stem":1497,"children":1498,"icon":451},"Back up a cluster","\u002Ffleet\u002Fbackups","07.fleet\u002F30.backups\u002F00.index",[1499,1500],{"title":1495,"path":1496,"stem":1497,"icon":451},{"title":1501,"path":1502,"stem":1503},"Restore a cluster","\u002Ffleet\u002Fbackups\u002Frestore","07.fleet\u002F30.backups\u002F01.restore",{"title":1505,"path":1506,"stem":1507,"children":1508,"icon":71},"Spend","\u002Fspend","08.spend\u002F00.index",[1509,1511,1533,1547,1585],{"title":1510,"path":1506,"stem":1507},"Manage model access and spending",{"title":1512,"path":1513,"stem":1514,"children":1515,"icon":552},"Read cost and usage","\u002Fspend\u002Fcost-and-usage","08.spend\u002F01.cost-and-usage\u002F00.index",[1516,1517,1521,1525,1529],{"title":1512,"path":1513,"stem":1514,"icon":552},{"title":1518,"path":1519,"stem":1520},"Understand recorded charges","\u002Fspend\u002Fcost-and-usage\u002Faccounting","08.spend\u002F01.cost-and-usage\u002F01.accounting",{"title":1522,"path":1523,"stem":1524},"Read model call timings","\u002Fspend\u002Fcost-and-usage\u002Ftimings","08.spend\u002F01.cost-and-usage\u002F02.timings",{"title":1526,"path":1527,"stem":1528},"Export usage","\u002Fspend\u002Fcost-and-usage\u002Fexports","08.spend\u002F01.cost-and-usage\u002F03.exports",{"title":1530,"path":1531,"stem":1532},"Explain prices and cache costs","\u002Fspend\u002Fcost-and-usage\u002Fprices-and-cache","08.spend\u002F01.cost-and-usage\u002F04.prices-and-cache",{"title":1534,"path":1535,"stem":1536,"children":1537,"icon":134},"Set budgets and quotas","\u002Fspend\u002Fbudgets-and-quotas","08.spend\u002F02.budgets-and-quotas\u002F00.index",[1538,1539,1543],{"title":1534,"path":1535,"stem":1536,"icon":134},{"title":1540,"path":1541,"stem":1542,"icon":134},"Understand quota charging and refusals","\u002Fspend\u002Fbudgets-and-quotas\u002Fcharging","08.spend\u002F02.budgets-and-quotas\u002F01.charging",{"title":1544,"path":1545,"stem":1546,"icon":134},"Request and review budget","\u002Fspend\u002Fbudgets-and-quotas\u002Frequests","08.spend\u002F02.budgets-and-quotas\u002F02.requests",{"title":1548,"path":1549,"stem":1550,"children":1551,"icon":416},"Connect a model provider","\u002Fspend\u002Fmodels-and-keys","08.spend\u002F03.models-and-keys\u002F00.index",[1552,1553,1557,1561,1565,1569,1573,1577,1581],{"title":1548,"path":1549,"stem":1550,"icon":416},{"title":1554,"path":1555,"stem":1556},"Choose model aliases","\u002Fspend\u002Fmodels-and-keys\u002Faliases","08.spend\u002F03.models-and-keys\u002F01.aliases",{"title":1558,"path":1559,"stem":1560},"Map a plugin's models","\u002Fspend\u002Fmodels-and-keys\u002Fmapping","08.spend\u002F03.models-and-keys\u002F02.mapping",{"title":1562,"path":1563,"stem":1564},"Set reasoning effort and cascades","\u002Fspend\u002Fmodels-and-keys\u002Feffort-and-cascades","08.spend\u002F03.models-and-keys\u002F03.effort-and-cascades",{"title":1566,"path":1567,"stem":1568},"Authenticate model calls","\u002Fspend\u002Fmodels-and-keys\u002Fauthentication","08.spend\u002F03.models-and-keys\u002F04.authentication",{"title":1570,"path":1571,"stem":1572},"Control what model calls can reach","\u002Fspend\u002Fmodels-and-keys\u002Fdata-rules","08.spend\u002F03.models-and-keys\u002F05.data-rules",{"title":1574,"path":1575,"stem":1576},"Pool model deployments","\u002Fspend\u002Fmodels-and-keys\u002Fdeployment-pools","08.spend\u002F03.models-and-keys\u002F06.deployment-pools",{"title":1578,"path":1579,"stem":1580},"Configure caches and server tools","\u002Fspend\u002Fmodels-and-keys\u002Fcache-and-tools","08.spend\u002F03.models-and-keys\u002F07.cache-and-tools",{"title":1582,"path":1583,"stem":1584},"Check model changes and retirement","\u002Fspend\u002Fmodels-and-keys\u002Fcanaries-and-retirement","08.spend\u002F03.models-and-keys\u002F08.canaries-and-retirement",{"title":1586,"path":1587,"stem":1588,"icon":1589},"Translating providers","\u002Fspend\u002Ftranslating-providers","08.spend\u002F04.translating-providers","i-ph-translate",{"title":1591,"path":1592,"stem":1593,"children":1594,"icon":71},"Admin","\u002Fadmin","09.admin\u002F00.index",[1595,1597,1623,1650,1654,1658,1680,1685,1696],{"title":1596,"path":1592,"stem":1593},"Administer access and credentials",{"title":1598,"path":1599,"stem":1600,"children":1601,"icon":98},"Configure sign-in","\u002Fadmin\u002Fsign-in","09.admin\u002F01.sign-in\u002F00.index",[1602,1603,1607,1611,1615,1619],{"title":1598,"path":1599,"stem":1600,"icon":98},{"title":1604,"path":1605,"stem":1606},"Configure an identity provider","\u002Fadmin\u002Fsign-in\u002Fidentity-providers","09.admin\u002F01.sign-in\u002F01.identity-providers",{"title":1608,"path":1609,"stem":1610},"Provision accounts from a directory","\u002Fadmin\u002Fsign-in\u002Fprovisioning","09.admin\u002F01.sign-in\u002F02.provisioning",{"title":1612,"path":1613,"stem":1614},"Manage passwords and second factors","\u002Fadmin\u002Fsign-in\u002Fpasswords","09.admin\u002F01.sign-in\u002F03.passwords",{"title":1616,"path":1617,"stem":1618},"Sign in from the CLI and MCP clients","\u002Fadmin\u002Fsign-in\u002Fclients","09.admin\u002F01.sign-in\u002F04.clients",{"title":1620,"path":1621,"stem":1622},"End sessions and inspect sign-in events","\u002Fadmin\u002Fsign-in\u002Fsessions","09.admin\u002F01.sign-in\u002F05.sessions",{"title":1624,"path":1625,"stem":1626,"children":1627,"icon":1629},"Manage tenant secrets","\u002Fadmin\u002Fsecrets","09.admin\u002F02.secrets\u002F00.index",[1628,1630,1634,1638,1642,1646],{"title":1624,"path":1625,"stem":1626,"icon":1629},"i-ph-key",{"title":1631,"path":1632,"stem":1633},"Bind secrets to destination hosts","\u002Fadmin\u002Fsecrets\u002Fhost-bindings","09.admin\u002F02.secrets\u002F01.host-bindings",{"title":1635,"path":1636,"stem":1637},"Test and rotate secrets","\u002Fadmin\u002Fsecrets\u002Frotation","09.admin\u002F02.secrets\u002F02.rotation",{"title":1639,"path":1640,"stem":1641},"Use an external secret store","\u002Fadmin\u002Fsecrets\u002Fexternal-stores","09.admin\u002F02.secrets\u002F03.external-stores",{"title":1643,"path":1644,"stem":1645},"Deliver and scan plugin secrets","\u002Fadmin\u002Fsecrets\u002Fplugin-secrets","09.admin\u002F02.secrets\u002F04.plugin-secrets",{"title":1647,"path":1648,"stem":1649},"Configure plugin settings","\u002Fadmin\u002Fsecrets\u002Fsettings","09.admin\u002F02.secrets\u002F05.settings",{"title":1651,"path":1652,"stem":1653,"icon":1629},"Credential injection","\u002Fadmin\u002Fcredential-injection","09.admin\u002F03.credential-injection",{"title":1655,"path":1656,"stem":1657,"icon":1629},"Key commands","\u002Fadmin\u002Fkey-commands","09.admin\u002F04.key-commands",{"title":1659,"path":1660,"stem":1661,"children":1662,"icon":782},"Connect a plugin to another system","\u002Fadmin\u002Fconnections","09.admin\u002F05.connections\u002F00.index",[1663,1664,1668,1672,1676],{"title":1659,"path":1660,"stem":1661,"icon":782},{"title":1665,"path":1666,"stem":1667,"icon":782},"Renew and reconnect credentials","\u002Fadmin\u002Fconnections\u002Frenewal","09.admin\u002F05.connections\u002F01.renewal",{"title":1669,"path":1670,"stem":1671,"icon":782},"Restrict connection destinations","\u002Fadmin\u002Fconnections\u002Fdestinations","09.admin\u002F05.connections\u002F02.destinations",{"title":1673,"path":1674,"stem":1675,"icon":782},"Diagnose connection failures","\u002Fadmin\u002Fconnections\u002Ftroubleshooting","09.admin\u002F05.connections\u002F03.troubleshooting",{"title":1677,"path":1678,"stem":1679,"icon":782},"Understand connection security","\u002Fadmin\u002Fconnections\u002Fsecurity","09.admin\u002F05.connections\u002F04.security",{"title":1681,"path":1682,"stem":1683,"icon":1684},"Tenants","\u002Fadmin\u002Ftenants","09.admin\u002F06.tenants","i-ph-buildings",{"title":1686,"path":1687,"stem":1688,"children":1689,"icon":1691},"Export and verify a tenant","\u002Fadmin\u002Ftenant-export","09.admin\u002F07.tenant-export\u002F00.index",[1690,1692],{"title":1686,"path":1687,"stem":1688,"icon":1691},"i-ph-export",{"title":1693,"path":1694,"stem":1695,"icon":1691},"Tenant export format","\u002Fadmin\u002Ftenant-export\u002Fformat","09.admin\u002F07.tenant-export\u002F01.format",{"title":1697,"path":1698,"stem":1699,"icon":1700},"Notifications","\u002Fadmin\u002Fnotifications","09.admin\u002F08.notifications","i-ph-bell-ringing",{"title":1702,"path":1703,"stem":1704,"children":1705,"icon":71},"Reference","\u002Freference","10.reference\u002F00.index",[1706,1707,1726,1760,1794,1798,1803,1807,1812,1817,1822,1826],{"title":1702,"path":1703,"stem":1704},{"title":1708,"path":1709,"stem":1710,"children":1711,"icon":1725},"CLI","\u002Freference\u002Fcli","10.reference\u002F01.cli\u002F00.index",[1712,1713,1719],{"title":1708,"path":1709,"stem":1710},{"title":1714,"path":1715,"stem":1716,"children":1717},"oz0","\u002Freference\u002Fcli\u002Foz0","10.reference\u002F01.cli\u002F01.oz0\u002F00.index",[1718],{"title":1714,"path":1715,"stem":1716},{"title":1720,"path":1721,"stem":1722,"children":1723},"oz0-node","\u002Freference\u002Fcli\u002Foz0-node","10.reference\u002F01.cli\u002F02.oz0-node\u002F00.index",[1724],{"title":1720,"path":1721,"stem":1722},"i-ph-terminal-window",{"title":1727,"path":1728,"stem":1729,"children":1730,"icon":725},"oz0-plugin.yaml","\u002Freference\u002Fplugin-manifest","10.reference\u002F02.plugin-manifest\u002F00.index",[1731,1732,1736,1740,1744,1748,1752,1756],{"title":1727,"path":1728,"stem":1729,"icon":725},{"title":1733,"path":1734,"stem":1735},"Dependencies and cross-plugin access","\u002Freference\u002Fplugin-manifest\u002Fdependencies","10.reference\u002F02.plugin-manifest\u002F01.dependencies",{"title":1737,"path":1738,"stem":1739},"Tool declarations","\u002Freference\u002Fplugin-manifest\u002Ftools","10.reference\u002F02.plugin-manifest\u002F02.tools",{"title":1741,"path":1742,"stem":1743},"Harnesses, events and channels","\u002Freference\u002Fplugin-manifest\u002Fruntimes","10.reference\u002F02.plugin-manifest\u002F03.runtimes",{"title":1745,"path":1746,"stem":1747},"Connections and hooks","\u002Freference\u002Fplugin-manifest\u002Fconnections","10.reference\u002F02.plugin-manifest\u002F04.connections",{"title":1749,"path":1750,"stem":1751},"Plugin sets and policies","\u002Freference\u002Fplugin-manifest\u002Fsets-policy","10.reference\u002F02.plugin-manifest\u002F05.sets-policy",{"title":1753,"path":1754,"stem":1755},"Data, evidence and mail","\u002Freference\u002Fplugin-manifest\u002Fdata","10.reference\u002F02.plugin-manifest\u002F06.data",{"title":1757,"path":1758,"stem":1759},"Generated OpenAPI manifests","\u002Freference\u002Fplugin-manifest\u002Fopenapi","10.reference\u002F02.plugin-manifest\u002F07.openapi",{"title":1761,"path":1762,"stem":1763,"children":1764,"icon":666},"Agent definition","\u002Freference\u002Fagent-definition","10.reference\u002F03.agent-definition\u002F00.index",[1765,1766,1770,1774,1778,1782,1786,1790],{"title":1761,"path":1762,"stem":1763,"icon":666},{"title":1767,"path":1768,"stem":1769},"Identity, instructions and tools","\u002Freference\u002Fagent-definition\u002Fidentity","10.reference\u002F03.agent-definition\u002F01.identity",{"title":1771,"path":1772,"stem":1773},"Models and placement","\u002Freference\u002Fagent-definition\u002Fmodels","10.reference\u002F03.agent-definition\u002F02.models",{"title":1775,"path":1776,"stem":1777},"Limits and spend","\u002Freference\u002Fagent-definition\u002Flimits","10.reference\u002F03.agent-definition\u002F03.limits",{"title":1779,"path":1780,"stem":1781},"Judges and candidate selection","\u002Freference\u002Fagent-definition\u002Fquality","10.reference\u002F03.agent-definition\u002F04.quality",{"title":1783,"path":1784,"stem":1785},"Delegation and human decisions","\u002Freference\u002Fagent-definition\u002Fcoordination","10.reference\u002F03.agent-definition\u002F05.coordination",{"title":1787,"path":1788,"stem":1789},"History and recovery","\u002Freference\u002Fagent-definition\u002Fhistory","10.reference\u002F03.agent-definition\u002F06.history",{"title":1791,"path":1792,"stem":1793},"Sandbox, data and retention","\u002Freference\u002Fagent-definition\u002Fsecurity","10.reference\u002F03.agent-definition\u002F07.security",{"title":1795,"path":1796,"stem":1797,"icon":517},"Ports","\u002Freference\u002Fports","10.reference\u002F04.ports",{"title":1799,"path":1800,"stem":1801,"icon":1802},"Environment variables","\u002Freference\u002Fenvironment","10.reference\u002F05.environment","i-ph-brackets-curly",{"title":1804,"path":1805,"stem":1806,"icon":373},"Files and directories","\u002Freference\u002Ffiles","10.reference\u002F06.files",{"title":1808,"path":1809,"stem":1810,"icon":1811},"Lists and pages","\u002Freference\u002Flist-pages","10.reference\u002F07.list-pages","i-ph-list-numbers",{"title":1813,"path":1814,"stem":1815,"icon":1816},"Spend refusals","\u002Freference\u002Fspend-refusals","10.reference\u002F08.spend-refusals","i-ph-hand-coins",{"title":1818,"path":1819,"stem":1820,"icon":1821},"Admin API","\u002Freference\u002Fadmin-api","10.reference\u002F09.admin-api","i-ph-repeat",{"title":1823,"path":1824,"stem":1825},"Compatibility","\u002Freference\u002Fcompatibility","10.reference\u002F10.compatibility",{"title":1827,"path":1828,"stem":1829},"Known issues","\u002Freference\u002Fknown-issues","10.reference\u002F11.known-issues",{"title":1831,"path":1832,"stem":1833,"children":1834,"icon":71},"About","\u002Fabout","11.about\u002F00.index",[1835,1836,1840,1845],{"title":1831,"path":1832,"stem":1833},{"title":1837,"path":1838,"stem":1839,"icon":967},"Licensing","\u002Fabout\u002Flicensing","11.about\u002F01.licensing",{"title":1841,"path":1842,"stem":1843,"icon":1844},"About these docs","\u002Fabout\u002Fcontributing-docs","11.about\u002F02.contributing-docs","i-ph-pencil-simple",{"title":1846,"path":1847,"stem":1848,"icon":42},"A local environment","\u002Fabout\u002Flocal-environment","11.about\u002F03.local-environment",{"id":1850,"title":1562,"body":1851,"description":1860,"extension":2568,"links":2569,"meta":2570,"navigation":2573,"path":1563,"seo":2574,"stem":1564,"__hash__":2575},"docs\u002F08.spend\u002F03.models-and-keys\u002F03.effort-and-cascades.md",{"type":1852,"value":1853,"toc":2556},"minimark",[1854,1858,1861,1866,1874,1944,1972,1977,1980,2074,2078,2085,2088,2091,2098,2102,2117,2121,2124,2127,2134,2140,2151,2154,2176,2183,2194,2198,2212,2215,2218,2222,2225,2341,2344,2362,2373,2377,2380,2383,2394,2463,2473,2491,2508,2530,2539,2546,2552],[1855,1856,1857],"p",{},"For: tenant administrators and cost owners.",[1855,1859,1860],{},"Set a thinking level or start another model round after a failed check. Both remain within the job's budget.",[1862,1863,1865],"h2",{"id":1864},"reasoning-effort","Reasoning effort",[1855,1867,1868,1869,1873],{},"How hard a model thinks is a setting of its own beside which model it is. An agent asks for one with ",[1870,1871,1872],"code",{},"model.effort",",\nand the tenant decides which model it runs on:",[1875,1876,1881],"pre",{"className":1877,"code":1878,"language":1879,"meta":1880,"style":1880},"language-yaml shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","model:\n  use: smart          # which model: the tenant's alias\n  needs: [tools]\n  effort: high        # how hard it thinks: low, medium, high, xhigh or max\n","yaml","",[1870,1882,1883,1896,1913,1930],{"__ignoreMap":1880},[1884,1885,1888,1892],"span",{"class":1886,"line":1887},"line",1,[1884,1889,1891],{"class":1890},"swJcz","model",[1884,1893,1895],{"class":1894},"sMK4o",":\n",[1884,1897,1899,1902,1905,1909],{"class":1886,"line":1898},2,[1884,1900,1901],{"class":1890},"  use",[1884,1903,1904],{"class":1894},":",[1884,1906,1908],{"class":1907},"sfazB"," smart",[1884,1910,1912],{"class":1911},"sHwdD","          # which model: the tenant's alias\n",[1884,1914,1916,1919,1921,1924,1927],{"class":1886,"line":1915},3,[1884,1917,1918],{"class":1890},"  needs",[1884,1920,1904],{"class":1894},[1884,1922,1923],{"class":1894}," [",[1884,1925,1926],{"class":1907},"tools",[1884,1928,1929],{"class":1894},"]\n",[1884,1931,1933,1936,1938,1941],{"class":1886,"line":1932},4,[1884,1934,1935],{"class":1890},"  effort",[1884,1937,1904],{"class":1894},[1884,1939,1940],{"class":1907}," high",[1884,1942,1943],{"class":1911},"        # how hard it thinks: low, medium, high, xhigh or max\n",[1855,1945,1946,1947,1950,1951,1954,1955,1958,1959,1961,1962,1964,1965,1968,1969,1971],{},"Unset, the model runs at its own default, which differs by model: Claude Opus 5.5 and Haiku 5.5 run at ",[1870,1948,1949],{},"medium"," and\nClaude Sonnet 5.5 at ",[1870,1952,1953],{},"high",", so moving an alias from one to another changes how hard every agent on it thinks. Set an\neffort where it matters, and measure it: as a start, ",[1870,1956,1957],{},"low"," for routing, triage and classification, ",[1870,1960,1949],{}," for\nsummaries and writing, ",[1870,1963,1953],{}," or ",[1870,1966,1967],{},"xhigh"," for coding and long tool use, and ",[1870,1970,1953],{}," for judges and reviewers. An effort\nname never picks a model: a stronger model at a lower effort is often the better trade.",[1973,1974,1976],"h3",{"id":1975},"effort-precedence","Effort precedence",[1855,1978,1979],{},"When a job starts, the edge decides one level for each model the agent resolved to, the\nlater winning:",[1981,1982,1983,1998],"table",{},[1984,1985,1986],"thead",{},[1987,1988,1989,1993,1996],"tr",{},[1990,1991,1992],"th",{},"Source",[1990,1994,1995],{},"Set with",[1990,1997],{},[1999,2000,2001,2015,2028,2047,2061],"tbody",{},[1987,2002,2003,2007,2012],{},[2004,2005,2006],"td",{},"The alias's default for that model",[2004,2008,2009],{},[1870,2010,2011],{},"oz0 model alias set smart anthropic\u002Fclaude-opus-5-5 --effort anthropic\u002Fclaude-opus-5-5=high",[2004,2013,2014],{},"used when the agent sets none",[1987,2016,2017,2022,2025],{},[2004,2018,2019,2020],{},"The agent's ",[1870,2021,1872],{},[2004,2023,2024],{},"the agent's definition",[2004,2026,2027],{},"its author knows how hard the task is",[1987,2029,2030,2039,2044],{},[2004,2031,2032,2033,2038],{},"A ",[2034,2035,2037],"a",{"href":2036},"\u002Fspend\u002Fmodels-and-keys\u002Fmapping#map-a-plugins-models","mapping rule","'s effort",[2004,2040,2041],{},[1870,2042,2043],{},"oz0 model map set smart smart --plugin github --effort low",[2004,2045,2046],{},"a rule whose target is its source changes only the effort",[1987,2048,2049,2052,2058],{},[2004,2050,2051],{},"A paired comparison's arm",[2004,2053,2054,2055],{},"the Configure tab's comparison, or a comparison's variant ",[1870,2056,2057],{},"effort",[2004,2059,2060],{},"measures the level it names, over a rule's",[1987,2062,2063,2066,2071],{},[2004,2064,2065],{},"The tenant's ceiling",[2004,2067,2068],{},[1870,2069,2070],{},"oz0 tenant max-effort acme high --reason \"...\"",[2004,2072,2073],{},"lowers anything above it, also a model's own default",[1973,2075,2077],{"id":2076},"supported-effort-levels","Supported effort levels",[1855,2079,2080,2081,2084],{},"Which levels a model takes and its default are model data: the release knows the\nstandard aliases' models and older Claude and OpenAI models, and a provider record's model may say its own with\n",[1870,2082,2083],{},"oz0 provider model \u003Cprovider> \u003Cmodel> --effort-levels low,medium,high --effort-default high",".",[1855,2086,2087],{},"A level a model lacks is\nrounded to the nearest one it has (the lower on a tie, never above the ceiling); a model that takes none (Claude\nSonnet 4.5 and Haiku 4.5), or whose levels nobody gives, is sent none.",[1855,2089,2090],{},"Under a ceiling, a model whose levels are known\nbut whose own default is not, and that has levels above the ceiling, is sent the ceiling, since nothing says it would\nstay below it by itself.",[1855,2092,2093,2094,2097],{},"Each of these is the finding ",[1870,2095,2096],{},"effort_adjusted"," (info) on the job; it never fails the job.",[1973,2099,2101],{"id":2100},"wire-format","Wire format",[1855,2103,2104,2105,2108,2109,2112,2113,2116],{},"The runtime sends the level as Anthropic's ",[1870,2106,2107],{},"output_config.effort",", Chat\nCompletions' ",[1870,2110,2111],{},"reasoning_effort"," or the Responses API's ",[1870,2114,2115],{},"reasoning.effort",", per model, so a fallback of another vendor\ngets its own; the Claude harness passes it to the Agent SDK, and an ACP agent that offers a thought level gets it\nthere. A thinking token budget is never sent. Fallbacks, cascade steps, judges and best-of candidates get the job's\neffort decided for their own model.",[1973,2118,2120],{"id":2119},"enforce-an-effort-ceiling","Enforce an effort ceiling",[1855,2122,2123],{},"The ceiling is a governance setting: lowering or setting it applies at once, raising or removing it takes a reason\nand, where four eyes are on, another admin.",[1855,2125,2126],{},"A job that starts under it resolves to the ceiling at most.",[1855,2128,2129,2130,2133],{},"The gateway\nholds it for every call, whoever sends it: a call that asks for more is lowered to the ceiling (rounded to a level the\nmodel takes) and goes on, and a call that names none, on a model whose own default is above the ceiling, is sent the\nceiling (not for Gemini's ",[1870,2131,2132],{},"generateContent",", which is only lowered).",[1855,2135,2136,2137,2139],{},"So a job that was already running when the\nceiling was set or lowered keeps running, its calls at the ceiling from then on, and so does a harness that sends an\neffort of its own (Claude Code sends ",[1870,2138,1949],{}," when it is told none).",[1855,2141,2142,2143,2146,2147,2150],{},"Each lowered call's answer carries the header\n",[1870,2144,2145],{},"Oz0-Effort-Lowered: max to medium"," (or ",[1870,2148,2149],{},"default to medium","), and the edge logs it.",[1855,2152,2153],{},"The job's trace still says the\nlevel the job started with.",[1855,2155,2156,2157,2159,2160,1964,2162,2164,2165,2167,2168,2171,2172,2175],{},"The gateway reads only where each format puts the effort (Messages' ",[1870,2158,2107],{},",\nChat Completions' ",[1870,2161,2111],{},[1870,2163,2115],{},", Responses' ",[1870,2166,2115],{},", Gemini's ",[1870,2169,2170],{},"thinkingLevel"," or\n",[1870,2173,2174],{},"thinking_level","), whatever else the body holds, matching keys in any case.",[1855,2177,2178,2179,2182],{},"A body that names an effort there that the\ngateway cannot read, such as a number, a list or a body that is no JSON object, is refused with 403\n",[1870,2180,2181],{},"oz0_effort_ceiling","; nothing is passed on above the ceiling.",[1855,2184,2185,2186,2189,2190,2193],{},"Thinking budgets (",[1870,2187,2188],{},"budget_tokens",", Gemini's\n",[1870,2191,2192],{},"thinkingBudget",") are not held by the ceiling.",[1973,2195,2197],{"id":2196},"inspect-the-chosen-effort","Inspect the chosen effort",[1855,2199,2200,2203,2204,2207,2208,2211],{},[1870,2201,2202],{},"oz0 model resolve smart --effort xhigh"," prints each model's level and what was adjusted; ",[1870,2205,2206],{},"oz0 job get"," and\nthe job's page name the model and its effort; each model step of ",[1870,2209,2210],{},"oz0 job trace"," says the effort it was sent.",[1855,2213,2214],{},"A change of an alias, a rule or an agent applies to jobs that start after it: a running job keeps the level it started\nwith, also on a retry on another node, and only a ceiling below it lowers its calls at the gateway.",[1855,2216,2217],{},"On the Configure tab, a rule's effort sits beside each agent's model, and a change offers the plugin's evals and\na paired comparison at the new level first, as a model change does.",[1862,2219,2221],{"id":2220},"a-cascade-the-next-model-only-when-a-round-fails","A cascade: the next model only when a round fails",[1855,2223,2224],{},"A cascade runs a round on a small model first, and restarts it on a larger one only when its answer fails a check. You choose the models and the check; nothing picks a model for you.",[1875,2226,2229],{"className":1877,"code":2227,"filename":2228,"language":1879,"meta":1880,"style":1880},"model:\n  primary: anthropic\u002Fclaude-haiku-4-5        # or use: fast\n  fallback: [mistral\u002Fmistral-small]           # the primary's, for provider errors\n  cascade: [anthropic\u002Fclaude-sonnet-5-5]      # one to three models, aliases or \u003Cprovider>\u002F\u003Cmodel>\noutcome:\n  grader:                                     # checks each round's answer, with no model call\n    contains: [\"## Summary\"]\n    cel: 'size(string(output)) \u003C 4000'\n","agents\u002Fsummarizer.yaml",[1870,2230,2231,2237,2250,2268,2285,2293,2304,2324],{"__ignoreMap":1880},[1884,2232,2233,2235],{"class":1886,"line":1887},[1884,2234,1891],{"class":1890},[1884,2236,1895],{"class":1894},[1884,2238,2239,2242,2244,2247],{"class":1886,"line":1898},[1884,2240,2241],{"class":1890},"  primary",[1884,2243,1904],{"class":1894},[1884,2245,2246],{"class":1907}," anthropic\u002Fclaude-haiku-4-5",[1884,2248,2249],{"class":1911},"        # or use: fast\n",[1884,2251,2252,2255,2257,2259,2262,2265],{"class":1886,"line":1915},[1884,2253,2254],{"class":1890},"  fallback",[1884,2256,1904],{"class":1894},[1884,2258,1923],{"class":1894},[1884,2260,2261],{"class":1907},"mistral\u002Fmistral-small",[1884,2263,2264],{"class":1894},"]",[1884,2266,2267],{"class":1911},"           # the primary's, for provider errors\n",[1884,2269,2270,2273,2275,2277,2280,2282],{"class":1886,"line":1932},[1884,2271,2272],{"class":1890},"  cascade",[1884,2274,1904],{"class":1894},[1884,2276,1923],{"class":1894},[1884,2278,2279],{"class":1907},"anthropic\u002Fclaude-sonnet-5-5",[1884,2281,2264],{"class":1894},[1884,2283,2284],{"class":1911},"      # one to three models, aliases or \u003Cprovider>\u002F\u003Cmodel>\n",[1884,2286,2288,2291],{"class":1886,"line":2287},5,[1884,2289,2290],{"class":1890},"outcome",[1884,2292,1895],{"class":1894},[1884,2294,2296,2299,2301],{"class":1886,"line":2295},6,[1884,2297,2298],{"class":1890},"  grader",[1884,2300,1904],{"class":1894},[1884,2302,2303],{"class":1911},"                                     # checks each round's answer, with no model call\n",[1884,2305,2307,2310,2312,2314,2317,2320,2322],{"class":1886,"line":2306},7,[1884,2308,2309],{"class":1890},"    contains",[1884,2311,1904],{"class":1894},[1884,2313,1923],{"class":1894},[1884,2315,2316],{"class":1894},"\"",[1884,2318,2319],{"class":1907},"## Summary",[1884,2321,2316],{"class":1894},[1884,2323,1929],{"class":1894},[1884,2325,2327,2330,2332,2335,2338],{"class":1886,"line":2326},8,[1884,2328,2329],{"class":1890},"    cel",[1884,2331,1904],{"class":1894},[1884,2333,2334],{"class":1894}," '",[1884,2336,2337],{"class":1907},"size(string(output)) \u003C 4000",[1884,2339,2340],{"class":1894},"'\n",[1855,2342,2343],{},"What fails a round, and so starts the next model:",[2345,2346,2347,2355],"ul",{},[2348,2349,2350,2351,2354],"li",{},"the agent's ",[2034,2352,2353],{"href":996},"outcome check",": its grader, its judge, its reviewer, or a harness agent's verify script;",[2348,2356,2357,2358,2361],{},"its ",[2034,2359,2360],{"href":674},"output contract",", once the answer has broken the schema after its own two retries.",[1855,2363,2364,2365,2368,2369,2372],{},"A provider's error, a timeout, a quota or a budget wait never does: those are what ",[1870,2366,2367],{},"fallback"," is for. A cascade without an outcome check or an output schema is refused by ",[1870,2370,2371],{},"oz0 plugin lint",", since nothing could fail a round.",[1973,2374,2376],{"id":2375},"how-another-round-starts","How another round starts",[1855,2378,2379],{},"The next model does not take over the conversation. It starts a new one with the task, the last answer, why it failed, and every tool call the earlier rounds made with what came back. Those calls already ran, and the model is told so: it should use their results rather than make a write again, and the platform never runs them again.",[1855,2381,2382],{},"Each result is cut at 2,000 characters and the list at 24,000; the oldest calls are left out first, and the prompt says how many.",[1855,2384,2385,2386,2389,2390,2393],{},"Instructions, tools, policies, approvals and the budget are the job's, unchanged. Once the last model has run, any rounds ",[1870,2387,2388],{},"outcome.max_rounds"," still allows revise on that model, as an outcome check always does; with a cascade, ",[1870,2391,2392],{},"max_rounds"," defaults to one round per model.",[1981,2395,2396,2411],{},[1984,2397,2398],{},[1987,2399,2400,2402,2406],{},[1990,2401],{},[1990,2403,2404],{},[1870,2405,2367],{},[1990,2407,2408],{},[1870,2409,2410],{},"cascade",[1999,2412,2413,2424,2435],{},[1987,2414,2415,2418,2421],{},[2004,2416,2417],{},"Moves on after",[2004,2419,2420],{},"a provider's error or refusal",[2004,2422,2423],{},"a failed check: grader, judge, reviewer, verify script, or output contract",[1987,2425,2426,2429,2432],{},[2004,2427,2428],{},"How",[2004,2430,2431],{},"the same call, sent to the next model",[2004,2433,2434],{},"a new conversation on the next model, with the task, the last answer, the reasons and the earlier tool calls",[1987,2436,2437,2440,2447],{},[2004,2438,2439],{},"In the job",[2004,2441,2442,2443,2446],{},"the finding ",[1870,2444,2445],{},"model_fallback",", a warning",[2004,2448,2449,2450,2452,2453,2456,2457,2460,2461],{},"a ",[1870,2451,2410],{}," step in the trace for each restart, the finding ",[1870,2454,2455],{},"model_cascade",", and a ",[1870,2458,2459],{},"Cascade:"," line in ",[1870,2462,2206],{},[1855,2464,2465,2466,1964,2469,2472],{},"Each step resolves when the job starts, as an alias does, and the job keeps those models even if the tenant changes an alias meanwhile. The first round's model is named in ",[1870,2467,2468],{},"model.primary",[1870,2470,2471],{},"model.use",", also for a harness agent.",[1855,2474,2475,2476,2479,2480,2483,2484,2487,2488,2490],{},"An agent with ",[1870,2477,2478],{},"data: local"," names only ",[1870,2481,2482],{},"local\u002F"," and ",[1870,2485,2486],{},"test\u002F"," models in its cascade. The nodes that run a cascading agent must serve every ",[1870,2489,2482],{}," model it names, whatever its primary model is, since a restarted round runs on the job's node.",[1855,2492,2493,2496,2497,2500,2501,2504,2505,2084],{},[1870,2494,2495],{},"pydantic-ai"," agents and harness agents can cascade (a harness agent's next round is a new session on the next model); ",[1870,2498,2499],{},"openai-agents"," and remote agents cannot yet, and both lint and the job refuse them with ",[1870,2502,2503],{},"CascadeUnsupported",". A cascade does not go with ",[1870,2506,2507],{},"model.placement: fleet",[1875,2509,2514],{"className":2510,"code":2511,"filename":2512,"language":2513,"meta":1880,"style":1880},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","oz0 job get job-7f3a\n","Terminal","bash",[1870,2515,2516],{"__ignoreMap":1880},[1884,2517,2518,2521,2524,2527],{"class":1886,"line":1887},[1884,2519,1714],{"class":2520},"sBMFI",[1884,2522,2523],{"class":1907}," job",[1884,2525,2526],{"class":1907}," get",[1884,2528,2529],{"class":1907}," job-7f3a\n",[1875,2531,2537],{"className":2532,"code":2534,"filename":2535,"language":2536,"meta":1880},[2533],"language-text","Outcome: passed in round 2 of 2 (grader: fail, pass)\nCascade: round 1 on anthropic\u002Fclaude-haiku-4-5, round 2 on anthropic\u002Fclaude-sonnet-5-5 (after the grader); anthropic\u002Fclaude-sonnet-5-5 answered\n","Output","text",[1870,2538,2534],{"__ignoreMap":1880},[1855,2540,2541,2542,2545],{},"Every round is metered and counted against the job's budget like any other call, so a job that needs the larger model pays for both rounds. Whether a cascade costs less than the larger model alone depends on how often the small model passes: measure it with a measured-savings comparison of the agent against the variant ",[1870,2543,2544],{},"{model: \u003Cthe larger model>}",", on the same cases with the same pass rule, before you count on a saving.",[1855,2547,2548,2549,2551],{},"Both arms run with the agent's ",[1870,2550,2388],{},", one round per model unless you set it, so the larger model alone gets as many rounds as the cascade does.",[2553,2554,2555],"style",{},"html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .sHwdD, html code.shiki .sHwdD{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}",{"title":1880,"searchDepth":1898,"depth":1898,"links":2557},[2558,2565],{"id":1864,"depth":1898,"text":1865,"children":2559},[2560,2561,2562,2563,2564],{"id":1975,"depth":1915,"text":1976},{"id":2076,"depth":1915,"text":2077},{"id":2100,"depth":1915,"text":2101},{"id":2119,"depth":1915,"text":2120},{"id":2196,"depth":1915,"text":2197},{"id":2220,"depth":1898,"text":2221,"children":2566},[2567],{"id":2375,"depth":1915,"text":2376},"md",null,{"audience":2571,"doc_type":2572},"tenant administrators and cost owners","how-to",true,{"title":1562,"description":1860},"u2nEqLf72dyJQ7mO52B4dRIejqhFKBWvp-zROZOxcLo",[2577,2579],{"title":1558,"path":1559,"stem":1560,"description":2578,"children":-1},"Preview the agents a mapping would reach before saving it. A mapping changes new jobs while preserving the installed plugin.",{"title":1566,"path":1567,"stem":1568,"description":2580,"children":-1},"The edge authenticates provider calls. Nodes use a local proxy and do not receive provider keys.",1794442996397]