{"uid":"cap_fjrGVKpls4CPueqCe_8zj","slug":"cloud-world-model-stateless-cloud-simulation-0652a97e","name":"Cloud World Model – Stateless Cloud Simulation","description":"Simulate AWS, GCP, Azure, OCI, and DigitalOcean cloud infrastructure without provisioning real resources. Built for Canvas Cloud AI learners and agents.","url":"https://www.cloudworldmodel.ai/api/simulations/stateless","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object","required":[],"properties":{},"additionalProperties":false},"type":{"type":"string","const":"http"},"method":{"type":"string"},"bodyType":{"type":"string"}}},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","properties":{"id":{"type":"string"},"name":{"type":"string"},"resources":{"type":"array"}}}}}}},"responseSchema":{"type":"json","example":{"id":"sim-abc123","name":"My Simulation","resources":[]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.001","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.001/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_nlDZUYod37oXo5K6mSYHh","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Run a single, bounded cloud infrastructure simulation and receive synchronous cost, performance, utilization, error, reliability, coverage, and autoscaling results without persisting any state.","exampleAgentPrompt":"Simulate what would happen to cost, performance, and autoscaling if I switch my AWS deployment from m5.xlarge to c5.2xlarge instances — give me the results without actually changing anything.","exampleUseCases":[{"title":"Pre-change cost impact assessment","prompt":"Before I resize our production Kubernetes nodes from m5.large to m5.2xlarge on AWS, can you simulate the cost and utilization change so I know what to expect on the bill?"},{"title":"Multi-cloud architecture comparison","prompt":"Simulate running our three-tier web app on GCP versus Azure and tell me the cost, reliability, and performance differences so I can decide which to go with."},{"title":"Autoscaling fleet behavior modeling","prompt":"Model how our autoscaling fleet would behave under a sudden 3x traffic spike in our current AWS configuration — show me the coverage, error rate, and scaling results without touching prod."}],"resultDescription":"A JSON object containing a simulation ID, simulation name, and a resources array, along with synchronous metrics including cost estimates, performance indicators, utilization percentages, error rates, reliability scores, coverage stats, and autoscaling fleet results — all computed without creating or modifying any real cloud infrastructure.","failureModes":["Invalid or missing 'input' body returns a 400 validation error","Unsupported cloud provider or resource type in the scenario body may return a 422 unprocessable entity","Overly complex scenarios exceeding computation limits may time out or return a 503","Malformed JSON in the request body results in a parse error","Missing required 'type', 'method', or 'bodyType' fields cause schema validation failures"],"whenToPreferThis":"Choose this endpoint when you need a fast, stateless, one-shot cloud simulation with no side effects — ideal for pre-change impact analysis, architecture comparisons, or automated FinOps/SRE pipelines where you want synchronous multi-metric results (cost + performance + reliability) without provisioning or persisting anything. Prefer this over stateful simulation endpoints when you don't need to iterate on a saved scenario or advance through RL environment steps.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T18:30:51.242Z","isFirstParty":false}