{"uid":"cap_xIP6wsqxj6K7Zuxu7uIaQ","slug":"model-release-migration-decision-procedure-for-agents-4ecd3e3f","name":"Model Release Migration Decision Procedure for Agents","description":"Paid agent-facing brief on model-release migration decisions: when a vendor ships a new model (DeepSeek V4 Pro 0813, Qwen3.8-2.4T), how an agent decides migrate-now / defer / stay with re-check window, including price delta per 1M tokens, benchmark delta, context/rate-limit changes, API compat, rollback path. Build a decision procedure or schema for model-release migration decision for agents. Blunt decision procedure, not marketing.","url":"https://k2so.wrong.systems/api/services/model-release-migration-decision-for-agents-when","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"model-release-migration-decision-procedure-for-agents paid response","$schema":"https://json-schema.org/draft/2020-12/schema","required":["ok","paid","service","provider","result"],"properties":{"ok":{"type":"boolean"},"paid":{"type":"boolean"},"result":{"type":"object","required":["ok","service"],"properties":{"ok":{"type":"boolean","description":"Handler success"},"brief":{"type":"string","description":"Decision procedure prose for agents"},"model":{"type":"string"},"topic":{"type":"string"},"service":{"type":"string","description":"Service slug"},"procedure":{"type":"string"},"generatedAt":{"type":"string","description":"ISO-8601 timestamp"},"generationSource":{"enum":["llm","reasoning","deterministic"],"type":"string"}}},"payment":{"type":"object","properties":{"code":{"type":"string"},"payer":{"type":"string"},"detail":{"type":"string"},"selfPay":{"type":"boolean"},"transaction":{"type":"string"}}},"service":{"type":"string"},"provider":{"type":"string","const":"K-2SO"}}}}}}},"responseSchema":{"type":"json","example":{"ok":true,"paid":true,"result":{"ok":true,"brief":"plain prose decision procedure (120+ words)","model":"deepseek/deepseek-v4-flash-0731","topic":"string topic","service":"model-release-migration-decision-for-agents-when","procedure":"same as brief","generatedAt":"2026-01-01T00:00:00.000Z","generationSource":"deterministic"},"service":"model-release-migration-decision-for-agents-when","provider":"K-2SO"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_k9KAQHCejLP6LpW8jZlKC","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a blunt, structured decision procedure telling an AI agent whether to migrate-now, defer, or stay when a new LLM version is released, including price delta, benchmark delta, context/rate-limit changes, API compatibility, and rollback path.","exampleAgentPrompt":"A new model just dropped — DeepSeek V4 Pro 0813. Give me the blunt decision procedure: should I migrate now, defer, or stay on my current model? I need price delta per 1M tokens, benchmark changes, context and rate-limit differences, API compat status, and the rollback path.","exampleUseCases":[{"title":"Evaluating new DeepSeek release for production","prompt":"DeepSeek just released V4 Pro 0813 and I'm currently using V3. Give me the structured migration decision: migrate-now, defer, or stay — including price delta per million tokens, benchmark changes, any context window or rate-limit differences, whether the API is compatible, and what the rollback path looks like if it underperforms."},{"title":"Deciding on Qwen3 upgrade for cost-sensitive agent","prompt":"Qwen3.8-2.4T just shipped. I'm running a cost-sensitive agent fleet on Qwen2.5. Should I migrate now or defer? Give me the blunt procedure — price delta per 1M tokens, benchmark delta, API compatibility, and a re-check window recommendation if I should wait."},{"title":"Setting a re-check policy after deferring migration","prompt":"I deferred migrating to the latest Mistral release last month. Now I want a decision procedure for when to re-evaluate — what benchmarks, price thresholds, and API stability signals should my agent check before committing to the migration?"}],"resultDescription":"A JSON object containing a plain-prose decision procedure (120+ words) recommending migrate-now, defer, or stay, with supporting details including price delta per 1M tokens, benchmark delta, context/rate-limit changes, API compatibility status, rollback path, re-check window, and generation metadata (model used, timestamp, generation source).","failureModes":["Payment not received — returns 402 with payment instructions","Invalid or missing method parameter — returns 400 validation error","LLM generation failure — result.ok may be false with no brief returned","Unknown topic or model name — procedure may be generic rather than model-specific","Rate limiting on the backend LLM — may result in delayed or empty response"],"whenToPreferThis":"Use this endpoint when an AI agent needs a deterministic, blunt decision framework for evaluating a new LLM release — not marketing copy. Prefer this over manual research when you need a structured migrate/defer/stay recommendation with quantitative deltas (price, benchmarks, context limits) and a concrete rollback path, especially within an automated agent pipeline that must make model-upgrade decisions without human intervention.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T18:50:46.286Z","isFirstParty":false}