{"slug": "show-hn-hn-sieve-every-show-hn-scored-and-summarized-by-ai", "title": "Show HN: HN Sieve – every Show HN scored and summarized by AI", "summary": "HN Sieve launched as a tool that automatically discovers, analyzes and scores every Show HN submission on Hacker News using AI, evaluating each project on a 0-10 scale across Innovation, Technical Quality, Documentation and Utility. The system polls the Hacker News API every 2 minutes, fetches project content from URLs and GitHub repos, uses one LLM to triage whether a submission is a real project and a second LLM to score it and generate a summary, then indexes the results with embeddings for semantic search. Projects are classified into categories including devtools, ai-ml, web, infrastructure, security, data, mobile and developer-productivity, and users can submit any URL for instant evaluation or receive email digests of top new projects.", "body_md": "# HN Sieve — AI-Curated Show HN Projects\n\nHN Sieve automatically discovers, analyzes, and scores every Show HN project on Hacker News using AI. Each project is evaluated across four dimensions — Innovation, Technical Quality, Documentation, and Utility — on a 0-10 scale, then categorized and made searchable.\n\n## How it works\n\n1. **Collect** — Polls the Hacker News API for new Show HN submissions every 2 minutes\n2. **Fetch** — Retrieves project content from URLs, GitHub repos, landing pages\n3. **Classify** — LLM-powered triage determines if the submission is a real project\n4. **Score** — A second LLM evaluates across 4 dimensions and generates a summary\n5. **Index** — Embeddings enable semantic search across all projects\n\n## Features\n\n- Browse curated projects with filters by category, score, and time period\n- Semantic search — find projects by describing what you're looking for\n- Analyze any URL — submit a project for instant AI evaluation\n- Save projects to your personal collection\n- Email digests with top new projects\n- Full scoring breakdown: Innovation, Technical, Documentation, Utility\n\n## Categories\n\nProjects are classified into: devtools, ai-ml, web, infrastructure, security, data, mobile, developer-productivity, and more.\n\n[Browse all projects](https://hnsieve.com)", "url": "https://wpnews.pro/news/show-hn-hn-sieve-every-show-hn-scored-and-summarized-by-ai", "canonical_source": "https://hnsieve.com", "published_at": "2026-10-22 02:24:10+00:00", "updated_at": "2026-10-22 02:42:22.472288+00:00", "lang": "en", "topics": ["ai-tools", "ai-search", "large-language-models", "developer-tools"], "entities": ["HN Sieve", "Hacker News", "Show HN"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/show-hn-hn-sieve-every-show-hn-scored-and-summarized-by-ai", "markdown": "https://wpnews.pro/news/show-hn-hn-sieve-every-show-hn-scored-and-summarized-by-ai.md", "text": "https://wpnews.pro/news/show-hn-hn-sieve-every-show-hn-scored-and-summarized-by-ai.txt", "jsonld": "https://wpnews.pro/news/show-hn-hn-sieve-every-show-hn-scored-and-summarized-by-ai.jsonld"}}