{"uid":"cap_muI3tbhJac4Cd4jO-fSCQ","slug":"hacker-news-llm-infrastructure-inference-discussion-search-d5bdc428","name":"Hacker News LLM Infrastructure & Inference Discussion Search","description":"Hacker News discussion search: LLM infrastructure and inference: Search public Hacker News stories for LLM infrastructure and inference. Returns story titles, links, scores, authors, and timestamps.","url":"https://market.datapackvibe.com/x402/demand-next-community-llm-infrastructure-product?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"LLM infrastructure and inference Product teams","description":"Optional focused search query."},"max_results":{"type":"integer","default":5,"maximum":10,"minimum":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_aOhYlgFym-MQo_wEzdm55","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Searches public Hacker News stories specifically about LLM infrastructure and inference topics, returning titles, links, scores, authors, and timestamps.","exampleAgentPrompt":"Search Hacker News for the top 5 community discussions about LLM infrastructure and inference — I want to see what engineers are talking about right now.","exampleUseCases":[{"title":"Benchmarking inference provider sentiment","prompt":"Pull the top 7 Hacker News stories about LLM inference providers and hosting costs so I can see what the community is saying before we pick a vendor."},{"title":"Tracking vLLM and TGI community buzz","prompt":"Search Hacker News for discussions specifically about vLLM or text-generation-inference — give me up to 8 results with scores and links."},{"title":"Research briefing on LLM serving trends","prompt":"Find the most recent Hacker News posts about LLM infrastructure scaling and GPU inference so I can put together a quick briefing on what's trending in the community."}],"resultDescription":"Returns a list of up to 10 Hacker News story objects, each containing the story title, URL link, community score (upvotes), author username, and timestamp of publication — filtered to discussions about LLM infrastructure and inference topics.","failureModes":["No matching stories found for the given query — returns empty result set","Query too broad or too narrow yields irrelevant or zero results","Max results exceeds allowed maximum of 10 — request rejected with validation error","Upstream Hacker News data unavailable — service may return error or stale results","Malformed request body causes 400-level error"],"whenToPreferThis":"Choose this endpoint when you specifically need community sentiment, discussion threads, or crowdsourced signals from Hacker News about LLM infrastructure and inference — not general web search. It is ideal for gauging what ML engineers and technical founders are actively debating, which tools are gaining traction, and what pain points are surfacing in the developer community around model serving and deployment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T12:44:31.713Z","isFirstParty":false,"canonicalSlug":"hacker-news-llm-infrastructure-inference-discussion-search-fe3f3e18"}