{"uid":"cap_mYIK4hCQEkm5zsjGUcX3O","slug":"cloud-world-model-simulation-optimizer-c7678e14","name":"Cloud World Model Simulation Optimizer","description":"Generate AI recommendations to improve cost, performance, and resilience.","url":"https://www.cloudworldmodel.ai/api/simulations/2338441e-1300-4abe-9a79-98e3645c5790/optimize","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"beginnerMode":{"type":"boolean","description":"Return simplified optimisation suggestions"}}},"responseSchema":null,"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_D-kvcYkQ3GpmRDlazoh0f","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":"Generates AI-powered recommendations to improve cost, performance, and resilience for a running cloud simulation.","exampleAgentPrompt":"Can you run the AI optimizer on my cloud simulation 2338441e-1300-4abe-9a79-98e3645c5790 and give me beginner-friendly recommendations to cut costs and improve resilience?","exampleUseCases":[{"title":"Reduce cloud bill after traffic spike","prompt":"My cloud simulation just ran through a big traffic surge — can you use the AI optimizer to tell me which resources I should downsize or change to reduce the cost without hurting performance? Use beginner mode so the suggestions are easy to understand."},{"title":"Harden architecture for resilience review","prompt":"I'm preparing a resilience review for my simulated multi-cloud setup. Can you run the optimizer on simulation 2338441e-1300-4abe-9a79-98e3645c5790 and surface any weak points that could cause outages or failures?"},{"title":"Pre-launch architecture sanity check","prompt":"Before I finalize this cloud architecture design, run the AI optimization pass on my simulation and tell me if there are any obvious cost inefficiencies or performance bottlenecks I should fix first."}],"resultDescription":"A set of AI-generated recommendations covering cost reduction opportunities, performance improvements, and resilience enhancements for the specified simulation. In beginner mode, suggestions are simplified and explained in plain language.","failureModes":["Simulation ID not found — returns 404 if the simulation UUID does not exist","Simulation not in a valid state for optimization — may return 400 if simulation hasn't been provisioned or run","Payment required — returns 402 if x402 payment header is missing or insufficient","Invalid input schema — returns 400 if beginnerMode is not a boolean"],"whenToPreferThis":"Use this endpoint when you have an active Cloud World Model simulation and want AI-generated guidance on improving it across cost, performance, and resilience dimensions simultaneously. Prefer this over the separate cost/performance validation endpoint when you want generative recommendations rather than pass/fail checks, and over manual analysis when you want an automated AI sweep of optimization opportunities.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:42:53.447Z","isFirstParty":false}