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Product introduction: OpenAgent is a one-stop unified agent for cloud adoption and cloud management. Simply express your business intent to complete core operations such as cloud environment setup, cloud resource deployment, resource threat inspection, and cost analysis. Adopting an intent-aware, multi-agent collaborative architecture, it transforms natural language into executable jobs and schedules them to specialized realm agents for delivery. It also provides enterprise-level safeguards such as security baseline constraints, high-risk operation approval, cost estimation, and ActionTrail, ensuring every cloud operation is compliant, controllable, and auditable. Applicable customers: Users responsible for cloud migration and cloud management, such as cloud architecture, O&M, security compliance, and finance; Core scenarios include: 1. Landing zone cloud environment setup: Quickly build a basic cloud environment that meets enterprise administration requirements, including network planning, account system, and security baseline configuration. 2. Resource orchestration: Create, configure, and query cloud resources using natural language without logging on to each product console individually. 3. Resource inspection: Analyzes multiple dimensions including architecture rationality, secure configuration, compliance status, and cost efficiency, and outputs structured inspection reports and remediation suggestions. 4. Permission diagnosis and policy generation: Diagnose RAM permission configuration issues and automatically generate least privilege access policies. 5. Cost analysis: generates detailed monthly cost analysis and key insights within minutes. Abnormal costs are automatically associated with bill data, ActionTrail logs, and business attributions to locate specific departments, personnel, resources, and cost impacts. Released features: 1. Intelligent dialogue: completes cloud administration jobs such as resource orchestration, landing zone setup, architecture evaluation, and permission diagnosis through natural language, transforming complex cloud operations into executable solutions and lowering the barrier to cloud management operations. 2. Scheduled tasks: creates scheduled tasks spanning days, weeks, or months around cloud administration objectives, turning repetitive checks and passive troubleshooting into continuous automated flows, identifying architectural threats and converging permission issues in advance, and driving cloud management from reactive fixes to proactive administration. 3. Execution constraints: customize execution constraints and build enterprise-specific cloud administration specifications to ensure agents work within the enterprise's flows and specifications. Billing method: OpenAgent is not billed independently. Each Alibaba Cloud account receives a fixed free quota of tokens per month for LLM inference. After the free quota is used up, you must attach the user's Alibaba Cloud Model Studio API key. Subsequent inference will invoke Model Studio services through this key, and fees will be charged by Model Studio to the corresponding API key account.