Workflow overview
Why this workflow matters
Useful for software delivery and engineering operations. Helpful for business development and pipeline building.
๐ Description Automate daily founder intelligence from Hacker News without manual monitoring. This workflow scans Hacker News discussions (Show HN, launches, AI, startups, SaaS), filters out noise and non-discussion pages, and extracts only high-signal threads. AI then converts these discussions into a concise, founder-ready daily digest highlighting key trends, why they matter, and practical actions. The digest is delivered via email, while structured insights are logged to Google Sheets for long-term tracking and analysis. โ ๏ธ Deployment Disclaimer This template is designed for self-hosted AlekSystem installations only. It relies on external MCP tools and custom AI orchestration that are not supported on AlekSystem Cloud. ๐ What This Template Does 1๏ธโฃ Runs automatically on a daily schedule โฐ 2๏ธโฃ Searches Hacker News discussions via Google using SerpAPI ๐ 3๏ธโฃ Extracts titles, summaries, links, and metadata from results ๐ 4๏ธโฃ Filters out guidelines, index pages, and non-discussion links ๐ซ 5๏ธโฃ Aggregates valid discussion threads into a single dataset ๐ฆ 6๏ธโฃ Uses AI to identify key trends, problems, and founder-relevant signals ๐ง 7๏ธโฃ Generates a concise daily founder digest (trend, why it matters, actions) โ๏ธ 8๏ธโฃ Sends the digest automatically via email ๐ง 9๏ธโฃ Cleans and normalizes insights for storage ๐งน ๐ Appends structured founder intelligence to Google Sheets for tracking ๐ โ Key Benefits โ Eliminates manual Hacker News scanning โ Surfaces only high-signal, founder-relevant discussions โ Converts raw discussions into clear, actionable insights โ Delivers a daily, skimmable founder digest automatically โ Builds a historical intelligence log in Google Sheets โ Creates a repeatable founder research workflow โ๏ธ Features Daily scheduled execution Hacker News discovery via Google Search (SerpAPI) Noise filtering with custom JavaScript logic AI-powered trend and insight extraction Founder-focused digest generation Email delivery via Gmail Insight archiving in Google Sheets ๐ Requirements SerpAPI account Azure OpenAI credentials Gmail account connected to AlekSystem Google Sheets account Self-hosted AlekSystem instance ๐ฏ Target Audience Startup founders tracking early signals Product and growth leaders monitoring trends VCs and analysts scouting emerging tools Teams needing automated market and founder intelligence
Best fit
Categories
Services
Use cases
Need another direction?