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a paid, LLM-generated decision procedure specifying how an AI agent should route inference requests when a new model version is released.","exampleAgentPrompt":"Give me the decision procedure for how an agent should route inference when a new model is released — I need the inputs, thresholds, and failure modes, not marketing fluff.","exampleUseCases":[{"title":"Production model upgrade gate","prompt":"My agent pipeline just saw a new model drop and I need to know whether to route live traffic to it — give me the decision procedure with thresholds and failure modes for making that call safely."},{"title":"Inference routing schema for new deployment","prompt":"I'm building an agent that needs to decide which model to call after a model release event — can you generate a blunt decision procedure including what inputs to check and when the switch should fail?"},{"title":"Topic-scoped routing decision for code models","prompt":"Get me the inference routing decision procedure scoped to code generation models — I want to know exactly what inputs, thresholds, and failure modes to wire into my agent when a new coding model is released."}],"resultDescription":"A JSON object containing a plain-prose decision procedure (120+ words) for agent inference routing on model release, including inputs to evaluate, routing thresholds, failure modes, the topic the procedure covers, the model used to generate it, generation source (llm/reasoning/deterministic), and an ISO-8601 timestamp.","failureModes":["Payment not received — returns 402 with payment instructions","Invalid method used (only GET/HEAD/DELETE accepted) — likely 405","Service unavailable on k2so.wrong.systems — no response or 5xx","LLM generation failure — result.ok may be false with no brief returned","Topic override not understood — procedure may default to base topic","Free public documentation already covers the decision — the paid content may not add value per the service's own falsifier criterion"],"whenToPreferThis":"Choose this endpoint when an agent needs a structured, opinionated decision procedure for routing inference traffic after a model release and free documentation does not provide a sufficiently blunt, actionable schema. Prefer it over generic LLM prompting when you want a pre-built, paid, agent-optimized brief that includes explicit thresholds and failure modes rather than narrative marketing content.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T01:37:17.554Z","isFirstParty":false,"canonicalSlug":"model-release-inference-routing-decision-procedure-1231f95d"}