{"uid":"cap_2zlT8RFa77pOXc69TBVbe","slug":"hacker-news-discussion-search-llm-infrastructure-and-inference-6c3b5baa","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-researchers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"LLM infrastructure and inference Research 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_3nYB3fKh2JtkkZDdvo195","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 focused on LLM infrastructure and inference topics, returning titles, links, scores, authors, and timestamps.","exampleAgentPrompt":"Search Hacker News for the top 5 discussions about LLM inference and infrastructure — I want to see what the community is currently talking about regarding model serving and deployment.","exampleUseCases":[{"title":"Monitoring LLM inference community sentiment","prompt":"Find the top 8 Hacker News stories discussing LLM inference performance and optimization — I want to see what the developer community is debating right now."},{"title":"Researching open-source LLM serving tools","prompt":"Search Hacker News for discussions about open-source LLM infrastructure tools like vLLM, TGI, or Triton — give me up to 10 results so I can understand community reception."},{"title":"Tracking AI infrastructure investment trends","prompt":"Pull the most relevant Hacker News stories about LLM infrastructure and inference costs — I'm trying to understand what's getting the most community attention and upvotes in this space."}],"resultDescription":"Returns a list of Hacker News stories (up to 10) matching the LLM infrastructure and inference query, each including the story title, link to the HN post and/or original article, score (upvotes), author username, and publication timestamp.","failureModes":["No results found for highly specific or unusual query variations","Rate limiting or upstream Hacker News API unavailability causing empty or error responses","max_results out of range (must be 1–10) triggers validation error","Stale results if Hacker News indexing lags behind recent posts"],"whenToPreferThis":"Choose this endpoint when you need community-curated discussion and sentiment from Hacker News specifically about LLM infrastructure and inference topics. It is preferable over general web search when you want scored, ranked developer community posts with author attribution rather than arbitrary web pages. It is narrower than a generic HN search endpoint, making it ideal when the user's intent is squarely focused on the AI/ML infrastructure niche.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T12:43:56.130Z","isFirstParty":false,"canonicalSlug":"hacker-news-discussion-search-llm-infrastructure-and-inference-8bedd68d"}