@base <https://claude.com/blog/claude-managed-agents> .
@prefix schema: <https://schema.org/> .
@prefix owl: <https://www.w3.org/2002/07/owl#> .

<#article> a schema:Article ;
  schema:headline "Claude Managed Agents: get to production 10x faster"@en ;
  schema:name "Claude Managed Agents: get to production 10x faster"@en ;
  schema:datePublished "2026-04-08" ;
  schema:inLanguage "en" ;
  schema:url <https://claude.com/blog/claude-managed-agents> ;
  schema:publisher <#claude-blog> ;
  schema:author <#anthropic> ;
  schema:image <https://claude.com/og?title=Claude%20Managed%20Agents%3A%20get%20to%20production%2010x%20faster> ;
  schema:wordCount 1850 ;
  schema:abstract """The article introduces Claude Managed Agents as a suite of composable APIs for building and deploying cloud-hosted agents at scale, shifting engineering effort away from runtime infrastructure and toward product experience."""@en ;
  schema:about
    <#claude-managed-agents>,
    <#claude-platform>,
    <#agent-harness>,
    <#sandboxed-execution>,
    <#multi-agent-coordination>,
    <#trusted-governance>,
    <#session-tracing>,
    <#anthropic>,
    <#production-agent-infrastructure> ;
  schema:articleSection
    "Build and deploy agents 10x faster"@en,
    "Designed to make the most of Claude"@en,
    "What teams are building"@en ;
  schema:articleBody """Anthropic presents Claude Managed Agents as a managed runtime and API suite for production agents. The post argues that agent builders lose months to sandboxing, checkpointing, permissioning, credential handling, tracing, and infrastructure maintenance. Managed Agents is positioned as a hosted alternative that provides secure execution, long-running sessions, orchestration, governance, and observability while letting teams focus on user-facing workflows. The article also claims stronger outcomes through a Claude-specific harness and highlights customer examples spanning coding, productivity, enterprise workflow, debugging, and collaborative task execution."""@en ;
  schema:hasPart <#part-speed>, <#part-claude>, <#part-customers> ;
  schema:mentions
    <#defined-terms>,
    <#managed-agents-howto>,
    <#faq-1>, <#faq-2>, <#faq-3>, <#faq-4>, <#faq-5>,
    <#faq-6>, <#faq-7>, <#faq-8>, <#faq-9>, <#faq-10>,
    <#notion>, <#rakuten>, <#asana>, <#vibecode>, <#sentry>, <#atlassian> ;
  schema:relatedLink
    <https://claude.com/blog/claude-managed-agents>,
    <https://platform.claude.com/>,
    <https://www.notion.so/>,
    <https://global.rakuten.com/corp/>,
    <https://asana.com/>,
    <https://sentry.io/>,
    <https://www.atlassian.com/> .

<#part-speed> a schema:WebPageElement ;
  schema:name "Build and deploy agents 10x faster"@en ;
  schema:position 1 ;
  schema:about <#claude-managed-agents>, <#production-agent-infrastructure>, <#sandboxed-execution>, <#trusted-governance> ;
  schema:text """This section frames the core value proposition: Anthropic hosts the execution runtime, state handling, orchestration, and controls needed to take agents to production. It highlights secure sandboxing, long-running sessions, tool execution, governance, and multi-agent coordination as managed capabilities."""@en .

<#part-claude> a schema:WebPageElement ;
  schema:name "Designed to make the most of Claude"@en ;
  schema:position 2 ;
  schema:about <#claude-platform>, <#agent-harness>, <#session-tracing>, <#self-evaluation-loop> ;
  schema:text """This section claims Managed Agents is tuned for Claude workloads, with an orchestration harness that self-evaluates and iterates toward outcomes, while surfacing tracing and troubleshooting through the Claude Console."""@en .

<#part-customers> a schema:WebPageElement ;
  schema:name "What teams are building"@en ;
  schema:position 3 ;
  schema:about <#notion>, <#rakuten>, <#asana>, <#vibecode>, <#sentry>, <#atlassian> ;
  schema:text """This section provides customer and partner examples of production use, ranging from internal work delegation and collaborative AI teammates to debugging workflows and task execution directly inside enterprise systems."""@en .

<#article-image> a schema:ImageObject ;
  schema:name "Claude Managed Agents article illustration"@en ;
  schema:contentUrl <https://claude.com/og?title=Claude%20Managed%20Agents%3A%20get%20to%20production%2010x%20faster> ;
  schema:about <#article>, <#claude-managed-agents> ;
  schema:isPartOf <#article> .

<#anthropic> a schema:Organization ;
  schema:name "Anthropic"@en ;
  schema:url <https://www.anthropic.com/> ;
  owl:sameAs <https://dbpedia.org/resource/Anthropic> ;
  schema:description """Anthropic is the company launching Claude Managed Agents and positioning the product as a managed production runtime for agent applications on Claude Platform."""@en .

<#claude-blog> a schema:Blog ;
  schema:name "Claude Blog"@en ;
  schema:url <https://claude.com/blog> ;
  schema:publisher <#anthropic> ;
  schema:description """Claude Blog is the publishing venue for the product announcement introducing Claude Managed Agents."""@en .

<#claude-platform> a schema:SoftwareApplication ;
  schema:name "Claude Platform"@en ;
  schema:url <https://platform.claude.com/> ;
  schema:applicationCategory "AI application platform"@en ;
  schema:description """Claude Platform is presented as the platform on which Managed Agents is available in public beta, providing the product surface for building and deploying hosted agents."""@en .

<#claude-managed-agents> a schema:SoftwareApplication, schema:Product ;
  schema:name "Claude Managed Agents"@en ;
  schema:url <https://claude.com/blog/claude-managed-agents> ;
  schema:brand <#anthropic> ;
  schema:applicationCategory "Managed agent runtime and API suite"@en ;
  schema:description """Claude Managed Agents is a suite of composable APIs and managed infrastructure for building cloud-hosted agents with secure execution, orchestration, long-running sessions, and governance built in."""@en ;
  schema:featureList
    "Production-grade agents with secure sandboxing and authentication"@en,
    "Long-running autonomous sessions that persist progress and outputs"@en,
    "Multi-agent coordination for parallelized work"@en,
    "Scoped permissions and identity-aware governance"@en,
    "Built-in tracing and analytics through the Claude Console"@en,
    "Claude-tuned orchestration harness for better task outcomes"@en .

<#agent-harness> a schema:DefinedTerm ;
  schema:name "Claude-tuned agent harness"@en ;
  schema:description """The managed orchestration layer described as deciding when to call tools, how to manage context, how to self-evaluate progress, and how to recover from errors while staying tuned for Claude model behavior."""@en .

<#sandboxed-execution> a schema:DefinedTerm ;
  schema:name "Sandboxed code execution"@en ;
  schema:description """Sandboxed execution refers to the secure runtime environment Anthropic manages so teams do not have to build or maintain their own isolated execution infrastructure for agents."""@en .

<#multi-agent-coordination> a schema:DefinedTerm ;
  schema:name "Multi-agent coordination"@en ;
  schema:description """Multi-agent coordination is the capability for agents to spin up and direct other agents in parallel, aimed at complex work decomposition and orchestration."""@en .

<#trusted-governance> a schema:DefinedTerm ;
  schema:name "Trusted governance"@en ;
  schema:description """Trusted governance covers scoped permissions, identity management, access to real systems, and execution tracing so agents can operate with production safeguards."""@en .

<#session-tracing> a schema:DefinedTerm ;
  schema:name "Session tracing"@en ;
  schema:description """Session tracing is the observability layer in Claude Console that lets builders inspect tool calls, decisions, analytics, and failure modes across managed agent runs."""@en .

<#self-evaluation-loop> a schema:DefinedTerm ;
  schema:name "Self-evaluation loop"@en ;
  schema:description """The self-evaluation loop is the process described where Claude iterates toward defined outcomes and success criteria rather than stopping after a single response step."""@en .

<#production-agent-infrastructure> a schema:DefinedTerm ;
  schema:name "Production agent infrastructure"@en ;
  schema:description """The post uses this term to mean the operational substrate needed for production agents, including checkpointing, credentials, scoped permissions, tracing, sandboxing, and runtime management."""@en .

<#defined-terms> a schema:DefinedTermSet ;
  schema:name "Defined terms for Claude Managed Agents"@en ;
  schema:hasPart
    <#agent-harness>,
    <#sandboxed-execution>,
    <#multi-agent-coordination>,
    <#trusted-governance>,
    <#session-tracing>,
    <#self-evaluation-loop>,
    <#production-agent-infrastructure> ;
  schema:isPartOf <#article> ;
  schema:about <#claude-managed-agents>, <#claude-platform> .

<#managed-agents-howto> a schema:HowTo ;
  schema:name "How to ship an agent with Claude Managed Agents"@en ;
  schema:about <#claude-managed-agents>, <#claude-platform> ;
  schema:isPartOf <#article> ;
  schema:step <#step-1>, <#step-2>, <#step-3>, <#step-4> ;
  schema:description """The article describes a workflow where a team defines tasks, tools, and guardrails, lets Anthropic host the runtime, observes execution through tracing, and moves from prototype to production without building bespoke infrastructure."""@en .

<#step-1> a schema:HowToStep ;
  schema:name "Define tasks, tools, and guardrails"@en ;
  schema:position 1 ;
  schema:text "Specify the agent's tasks, tools, and operating constraints instead of building the runtime substrate from scratch."@en ;
  schema:isPartOf <#managed-agents-howto> .

<#step-2> a schema:HowToStep ;
  schema:name "Run on managed infrastructure"@en ;
  schema:position 2 ;
  schema:text "Use Anthropic's hosted infrastructure for sandboxing, authentication, state handling, and tool execution."@en ;
  schema:isPartOf <#managed-agents-howto> .

<#step-3> a schema:HowToStep ;
  schema:name "Let Claude orchestrate execution"@en ;
  schema:position 3 ;
  schema:text "Rely on the Claude-tuned harness to decide when to call tools, manage context, and recover from errors."@en ;
  schema:isPartOf <#managed-agents-howto> .

<#step-4> a schema:HowToStep ;
  schema:name "Inspect and improve with tracing"@en ;
  schema:position 4 ;
  schema:text "Use session tracing and analytics in Claude Console to understand tool calls, outcomes, and failure modes as the agent moves into production."@en ;
  schema:isPartOf <#managed-agents-howto> .

<#notion> a schema:Organization ;
  schema:name "Notion"@en ;
  schema:url <https://www.notion.so/> ;
  schema:description """Notion is described as integrating Claude Managed Agents into workspace experiences so teams can delegate coding and content tasks directly inside Notion."""@en .

<#rakuten> a schema:Organization ;
  schema:name "Rakuten"@en ;
  schema:url <https://global.rakuten.com/corp/> ;
  schema:description """Rakuten is presented as deploying specialist enterprise agents across departments such as product, sales, marketing, and finance using Managed Agents."""@en .

<#asana> a schema:Organization ;
  schema:name "Asana"@en ;
  schema:url <https://asana.com/> ;
  schema:description """Asana is described as using Managed Agents to accelerate work on AI Teammates, collaborative agents operating alongside humans in Asana projects."""@en .

<#vibecode> a schema:Organization ;
  schema:name "Vibecode"@en ;
  schema:description """Vibecode is cited as using Managed Agents as a default integration to help users go from prompt to deployed application much faster than before."""@en .

<#sentry> a schema:Organization ;
  schema:name "Sentry"@en ;
  schema:url <https://sentry.io/> ;
  schema:description """Sentry is highlighted for pairing debugging analysis with a Claude-powered agent that writes a patch and opens a pull request in a managed workflow."""@en .

<#atlassian> a schema:Organization ;
  schema:name "Atlassian"@en ;
  schema:url <https://www.atlassian.com/> ;
  schema:description """Atlassian is described as building developer-facing agents into Jira and broader teamwork workflows while offloading runtime complexity to Managed Agents."""@en .

<#faq-1> a schema:Question ;
  schema:name "What is Claude Managed Agents?"@en ;
  schema:text "What is Claude Managed Agents?"@en ;
  schema:acceptedAnswer <#faq-1-answer> ;
  schema:isPartOf <#article> .
<#faq-1-answer> a schema:Answer ;
  schema:text "It is a suite of composable APIs and managed infrastructure for building and deploying cloud-hosted agents on Claude Platform."@en ;
  schema:isPartOf <#article> .

<#faq-2> a schema:Question ;
  schema:name "What infrastructure burden does it remove?"@en ;
  schema:text "What infrastructure burden does it remove?"@en ;
  schema:acceptedAnswer <#faq-2-answer> ;
  schema:isPartOf <#article> .
<#faq-2-answer> a schema:Answer ;
  schema:text "It removes the need to build and maintain sandboxing, state management, permissioning, credential handling, and orchestration infrastructure from scratch."@en ;
  schema:isPartOf <#article> .

<#faq-3> a schema:Question ;
  schema:name "What runtime capabilities are emphasized?"@en ;
  schema:text "What runtime capabilities are emphasized?"@en ;
  schema:acceptedAnswer <#faq-3-answer> ;
  schema:isPartOf <#article> .
<#faq-3-answer> a schema:Answer ;
  schema:text "The article emphasizes secure sandboxing, authentication, tool execution, long-running sessions, governance, and tracing."@en ;
  schema:isPartOf <#article> .

<#faq-4> a schema:Question ;
  schema:name "What does multi-agent coordination mean here?"@en ;
  schema:text "What does multi-agent coordination mean here?"@en ;
  schema:acceptedAnswer <#faq-4-answer> ;
  schema:isPartOf <#article> .
<#faq-4-answer> a schema:Answer ;
  schema:text "It means agents can launch and direct other agents to parallelize complex work, though the article notes it is in research preview."@en ;
  schema:isPartOf <#article> .

<#faq-5> a schema:Question ;
  schema:name "How is the product described as Claude-specific?"@en ;
  schema:text "How is the product described as Claude-specific?"@en ;
  schema:acceptedAnswer <#faq-5-answer> ;
  schema:isPartOf <#article> .
<#faq-5-answer> a schema:Answer ;
  schema:text "Anthropic describes the orchestration harness as purpose-built for Claude so builders can get better outcomes with less effort."@en ;
  schema:isPartOf <#article> .

<#faq-6> a schema:Question ;
  schema:name "What role does self-evaluation play?"@en ;
  schema:text "What role does self-evaluation play?"@en ;
  schema:acceptedAnswer <#faq-6-answer> ;
  schema:isPartOf <#article> .
<#faq-6-answer> a schema:Answer ;
  schema:text "Managed Agents can iterate toward outcomes and success criteria by letting Claude self-evaluate and refine its work."@en ;
  schema:isPartOf <#article> .

<#faq-7> a schema:Question ;
  schema:name "What evidence does the article give for performance gains?"@en ;
  schema:text "What evidence does the article give for performance gains?"@en ;
  schema:acceptedAnswer <#faq-7-answer> ;
  schema:isPartOf <#article> .
<#faq-7-answer> a schema:Answer ;
  schema:text "Anthropic says internal testing on structured file generation showed outcome task success improvements of up to 10 points over a standard prompting loop."@en ;
  schema:isPartOf <#article> .

<#faq-8> a schema:Question ;
  schema:name "What observability features are included?"@en ;
  schema:text "What observability features are included?"@en ;
  schema:acceptedAnswer <#faq-8-answer> ;
  schema:isPartOf <#article> .
<#faq-8-answer> a schema:Answer ;
  schema:text "Session tracing, integration analytics, and troubleshooting guidance are surfaced directly in Claude Console."@en ;
  schema:isPartOf <#article> .

<#faq-9> a schema:Question ;
  schema:name "Which customer use cases are highlighted?"@en ;
  schema:text "Which customer use cases are highlighted?"@en ;
  schema:acceptedAnswer <#faq-9-answer> ;
  schema:isPartOf <#article> .
<#faq-9-answer> a schema:Answer ;
  schema:text "Examples include coding agents, collaborative productivity agents, enterprise workflow agents, and debugging-to-pull-request pipelines."@en ;
  schema:isPartOf <#article> .

<#faq-10> a schema:Question ;
  schema:name "What is the main business claim of the launch?"@en ;
  schema:text "What is the main business claim of the launch?"@en ;
  schema:acceptedAnswer <#faq-10-answer> ;
  schema:isPartOf <#article> .
<#faq-10-answer> a schema:Answer ;
  schema:text "The central claim is that teams can move from prototype to production roughly 10x faster by delegating runtime complexity to Anthropic's managed infrastructure."@en ;
  schema:isPartOf <#article> .