{"uid":"cap_t_qLQ_5a22_c6zP_OLEvx","slug":"hacker-news-discussion-search-llm-infrastructure-and-inference-6fec28bd","name":"Hacker News Discussion Search: LLM Infrastructure and Inference","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-operators?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"LLM infrastructure and inference Platform operators","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_-nl-4sZ4EONOqDhM1LruR","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 for discussions about LLM infrastructure and inference, returning titles, links, scores, authors, and timestamps.","exampleAgentPrompt":"Search Hacker News for the top 5 discussions about LLM infrastructure and inference — I want to see what engineers are saying about inference optimization and model serving right now.","exampleUseCases":[{"title":"Researching LLM inference trends","prompt":"Pull the top 5 Hacker News stories about LLM inference performance and serving — I want to understand what the developer community is currently focused on in this space."},{"title":"Competitive landscape for ML infra startup","prompt":"Search Hacker News for discussions on LLM infrastructure platforms and operators — give me up to 8 results so I can see which tools and providers are getting community attention."},{"title":"Staying updated on inference tooling","prompt":"What are developers on Hacker News talking about when it comes to running and scaling language model inference? Search for the latest stories and give me titles, scores, and links."}],"resultDescription":"Returns a list of up to 10 Hacker News stories matching the LLM infrastructure and inference query, each including the story title, URL, HN score, author username, and publication timestamp.","failureModes":["No results returned if query is too narrow or no matching HN stories exist","max_results out of range (must be 1-10) may cause validation error","Payment failure (x402 protocol) if insufficient USDC balance","Upstream HN search API unavailable or rate-limited","Stale or cached results if HN indexing lags"],"whenToPreferThis":"Choose this endpoint when you need community-sourced developer discussion specifically about LLM infrastructure and inference from Hacker News — useful for trend research, competitive intelligence, or understanding practitioner sentiment. Prefer this over general web search when HN community signal (scores, authors, engagement) is specifically valuable.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T12:44:07.774Z","isFirstParty":false,"canonicalSlug":"hacker-news-discussion-search-llm-infrastructure-and-inference-8bedd68d"}