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grow-hack: An AI Pipeline That Turns Any GitHub Repo Into Professional Docs in Under a Minute

Every developer has been there: you clone a promising repository, and the README is either missing, three years stale, or says "docs coming soon." Even when documentation exists, you still have to wade through thousands of lines of code to understand the architecture, entry points, and dependencies. grow-hack is an open-source project that aims to eliminate that pain. Paste a public GitHub URL,…

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Similarity isn't relevance: the hard part of semantic search

Here's a dirty secret of search: "the closest match" and "the most useful result" are not the same thing. Return the mathematically nearest document and you'll often hand someone something technically…

  • Semantic search finds semantically similar results, not necessarily the most useful.
  • Ranking reorders retrieval results based on actual usefulness, delivering the right result first.

Autonomous AI Study Notes: A Multi-Agent System with LangGraph and Streamlit

This post is my submission for DEV Education Track: Build Multi-Agent Systems with ADK . What I Built I built an Autonomous Multi-Agent Handwritten Notes Generator .

  • Autonomous Multi-Agent system generates handwritten study notes
  • System uses LangGraph, Tavily Search, and Playwright for workflow
  • Critic Agent validates note quality and screenshot creation

Tech bros can't agree on why everyone hates data centers

As public resistance to data centers reaches prominent politicians, the tech industry is trying to figure out what went wrong.

  • 70% of Americans oppose new data center construction due to energy and water concerns
  • Texas Governor Greg Abbott reversed stance on AI data center expansion, imposed strict guidelines
  • Tech bros blame China's propaganda, poor public relations, or American ignorance for backlash

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