What is Claude Managed Agents
Claude Managed Agents is a fully managed Agent platform launched by Anthropic, allowing developers to build and deploy production-grade AI Agents in the cloud via API. It decouples the "brain" (Claude controller) from the "hands" (sandboxed execution environment), and the platform automatically handles infrastructure, secure sandboxes, credential management, and persistent storage. Developers only need to define tasks and tools, and it can run autonomous sessions lasting up to several hours, supporting multi-Agent coordination and self-evaluation iteration.
Main features of Claude Managed Agents
- Production-grade infrastructure hosting: Provides a full set of underlying architecture including secure sandboxes, identity verification, and tool execution, so developers do not need to build it themselves.
- Long-running task sessions: Supports agents running autonomously for hours, with checkpoint resume capability, and progress and output are persistently saved.
- Intelligent orchestration engine: Automatically decides when to call tools, manages context, and recovers from errors, with no need to manually write complex control logic.
- Multi-agent coordination (preview): Supports agents launching and scheduling other agents to handle complex tasks in parallel.
- Trusted governance mechanisms: Fine-grained permission scope control (Scopes), identity management, and complete execution tracing ensure security when accessing real systems.
- Dual-mode operation: Supports both "goal-driven" (Claude self-evaluation iteration) and traditional "prompt-response" workflows.
- MCP tool integration: Supports Model Context Protocol and can connect to external tools and custom resources.
How to use Claude Managed Agents
- Via Claude Console (web): Visit the Claude Platform consolehttps://platform.claude.com/，在可视化界面中直接配置和部署智能体，适合快速上手和可视化调试。
- Via Claude Code (command line): Install the latest version of Claude Code and use the built-in
claude-apiskill, then enter directly in the terminal:start onboarding for managed agents in Claude API - Via API integration: Read the official documentation (https://platform.claude.com/docs/en/managed-agents/overview），使用 API to integrate managed agents into your own applications.
Core advantages of Claude Managed Agents
- Leap in development efficiency: Compresses the agent development cycle from months to days, so developers only need to focus on business logic, without building secure sandboxes, managing session state, or handling underlying operations.
- Production-grade Infrastructure as a Service: Out-of-the-box secure sandboxes, identity verification, orchestration engine, and error recovery mechanisms ensure enterprise-grade reliability and eliminate the cost of building complex architecture yourself.
- Long-running tasks and checkpoint resume: Supports agents running continuously for hours, automatically persists progress and output, and can seamlessly resume from checkpoints after network interruptions without starting over.
- Deep model optimization: Co-designed with Claude models, task success rates improve by up to 10 percentage points compared with standard prompt loops, and it is especially good at difficult tasks such as generating complex structured files.
Project address of Claude Managed Agents
- Project official website：https://claude.com/blog/claude-managed-agents
Comparison of Claude Managed Agents with similar competitors
| Comparison dimension | Claude Managed Agents | OpenAI Frontier | LangGraph Platform |
|---|---|---|---|
| Provider | Anthropic | OpenAI | LangChain (third party) |
| Model support | Claude series only (deeply optimized, success rate improved by 10 percentage points) | 100+ mainstream LLMs (vendor-agnostic architecture, supports cross-vendor switching) | Any model (100+ models fully neutral, seamless switching) |
| Infrastructure Hosting | Fully managed (Harness architecture automatically manages sandboxes, orchestration, and failure recovery) | Fully managed (enterprise-grade runtime, supports multi-cloud and on-premises infrastructure) | Managed or self-hosted (four modes available: cloud/SaaS/hybrid/fully self-hosted) |
| State and Session Management | Built-in long-running sessions (supports hours of operation), resumable from checkpoints, session logs independent of the context window and slice-queryable | Persistent Context across sessions, agents can run independently for days without intervention | Checkpoint time-travel mechanism, supports pause/resume/retry, node-level state persistence |
| Multi-Agent Coordination | Supported (research preview stage, adopts a "brain schedules hands" architecture, one Harness connects to multiple sandboxes) | Built-in coordination framework (supports explicit Handoff and a shared context layer) | Native graph orchestration (visual workflow design, management of complex multi-agent dependencies) |
| Deployment Methods | Cloud only (Claude Platform managed) | Cloud/hybrid/on-premises (supports VPC and on-premises data center deployment) | Cloud/self-hosted/hybrid (most flexible, supports fully offline deployment) |
| Security and Governance | Scopes permission scope control, credential isolation (Tokens are invisible to sandboxes), complete execution tracing | Role-based Guardrails, audit trails, shared business context layer | Depends on deployment mode (full autonomous control when self-hosted, cloud version provides standard enterprise security) |
| Billing Model | Token usage + $0.08/session hour (suitable for long-running tasks) | Enterprise customization (tiered by scale and features, standard rates not publicly disclosed) | $0.001/node execution + $39/seat/month (or free with open-source self-hosting) |
| Core Advantages | Zero infrastructure investment, development cycles compressed from months to days, production-grade Harness architecture optimized specifically for Claude | Multi-model strategy support, enterprise-grade governance and compliance, hybrid cloud deployment flexibility | Model-agnostic to avoid lock-in, visual orchestration of complex workflows, highly flexible deployment methods |
Application Scenarios of Claude Managed Agents
- Software Development: Supports hours-long autonomous coding, code refactoring, bug fixing, and code review, enabling full-process automation from requirements to deployment.
- Enterprise Office Work: Automatically generates business documents such as spreadsheets and slides, and receives instructions via Slack/Teams, providing intelligent office support for various departments.
- Project Management: Embeds into tools such as Asana as an AI team member, proactively takes on tasks, drafts deliverables, and collaborates with humans to advance project progress.
- No-Code Development: Directly converts natural language prompts into full-stack applications ready for launch, greatly reducing development costs and compressing delivery cycles.
- Complex Business Automation: Supports multi-agent parallel processing of long-running tasks, such as large-scale data analysis, system migration, and root cause investigation.