{"uid":"cap_4RIcXVTeVXaMonHz77wAG","slug":"cloud-world-model-ai-jobs-2d3e91e1","name":"Cloud World Model AI Jobs","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/ai-jobs","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"type":{"enum":["explain","troubleshoot","analyze_bottlenecks","optimize"],"type":"string","description":"Type of AI analysis to run"},"issue":{"type":"string","description":"Problem description (required for troubleshoot type)"},"beginnerMode":{"type":"boolean","description":"Return simplified, jargon-free output"},"simulationId":{"type":"string","description":"ID of the simulation to analyze"}}},"responseSchema":{"type":"json","example":{"jobId":"ai-job-uuid","status":"pending","createdAt":"2024-01-01T00:00:00.000Z"}},"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_BOORJTX3HWw2Nuwl7zRQi","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":"Runs AI analysis jobs (explain, troubleshoot, bottleneck analysis, or optimization) on simulated cloud infrastructure without provisioning real resources","exampleAgentPrompt":"I have a simulation running on Cloud World Model — can you troubleshoot why it's having connectivity issues between my simulated AWS VPC and RDS instance? Use beginner mode so the explanation is easy to follow. My simulation ID is sim-abc123.","exampleUseCases":[{"title":"Beginner-friendly cloud architecture explanation","prompt":"Can you explain what's going on in my Cloud World Model simulation sim-xyz789? I'm new to cloud infrastructure, so please keep it simple and jargon-free."},{"title":"Bottleneck analysis for simulated GCP setup","prompt":"Analyze the bottlenecks in my Cloud World Model simulation sim-gcp-456 — I want to know what's slowing things down in my simulated GCP setup."},{"title":"Optimization recommendations for Azure simulation","prompt":"My Cloud World Model simulation sim-azure-789 is running inefficiently. Can you run an optimization analysis and tell me how to improve it?"}],"resultDescription":"Returns a JSON object containing a unique jobId (UUID), a status field (initially 'pending'), and a createdAt timestamp. The agent must poll or retrieve the job result separately once the async analysis is complete.","failureModes":["Missing or invalid simulationId returns an error — simulation must exist before analysis","Invalid 'type' enum value (must be explain, troubleshoot, analyze_bottlenecks, or optimize)","'issue' field required when type is 'troubleshoot' — omitting it causes a validation error","Payment failure via x402 protocol results in 402 response before job is created","Job stuck in 'pending' if simulation backend is unavailable or overloaded"],"whenToPreferThis":"Choose this endpoint when you need AI-driven analysis of a simulated cloud environment without spinning up real cloud resources — ideal for learning, testing architecture decisions, or debugging hypothetical infrastructure. Prefer this over real cloud provider APIs when cost isolation and safe simulation are priorities, or when targeting Canvas Cloud AI learners who need guided, optionally beginner-friendly explanations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:37:57.082Z","isFirstParty":false}