{"uid":"cap_MYKa2t-QJWqzv84llgyAQ","slug":"hacker-news-discussion-search-llm-infrastructure-and-inference-8bedd68d","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-builders?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"LLM infrastructure and inference Software builders","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_b0DeRv78kI9HugA4JPg-V","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 discussions about LLM infrastructure and inference — give me the top 5 stories with their scores, authors, and links.","exampleUseCases":[{"title":"Tracking community buzz on inference frameworks","prompt":"Find me the latest Hacker News discussions about LLM inference frameworks like vLLM or TGI — show me the top 5 results with scores and links so I can see what the community is most excited about."},{"title":"Researching self-hosted LLM deployment options","prompt":"I'm looking into self-hosting language models — can you search Hacker News for what people are saying about LLM infrastructure and serving, and pull up the 8 most relevant stories?"},{"title":"Monitoring developer sentiment on AI ops tooling","prompt":"Search Hacker News for the top 10 threads on LLM infrastructure and inference so I can get a sense of which tools and approaches the builder community is currently rallying around."}],"resultDescription":"Returns a list of Hacker News stories matching the LLM infrastructure and inference query, each including the story title, URL link to the HN post or article, community score (upvotes), author username, and publication timestamp. Up to 10 results per call.","failureModes":["No matching stories found for overly narrow query — returns empty list","max_results out of allowed range (1–10) causes validation error","Query string too vague returns generic or low-relevance HN posts","Service unavailable or payment failure returns HTTP error"],"whenToPreferThis":"Choose this endpoint when you need curated Hacker News community discussions specifically about LLM infrastructure and inference — ideal for tracking developer sentiment, discovering trending tools, or researching what practitioners are discussing. Prefer this over general web search when the goal is to surface community-vetted, scored discussions from a technical audience rather than marketing content or documentation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T12:43:57.916Z","isFirstParty":false,"canonicalSlug":"hacker-news-discussion-search-llm-infrastructure-and-inference-8bedd68d"}