⚡ A living library · refreshed daily by machine, proven by humans
Not another tool list. Every entry is a reproducible recipe, the exact steps and copy-paste prompts a real person used, with the original source as proof.
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workflows & growing daily
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run on 100% free tools
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Top scores · last 14 days
Learn how to build a cost-effective Retrieval Augmented Generation (RAG) system using Gemini File Search and Go for internal documentation.
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Learn how to automatically refine the style of AI-generated work messages by building a custom linter. This advanced technique helps maintain a consistent, personal voice.
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Learn how to use Gemini NotebookLM to transform lengthy course materials into concise, structured, and comprehensive study notes, saving significant study time.
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Learn how to track hidden costs in multi-agent AI workflows on AWS, even when runs appear successful. Understand the tools and concepts for agent observability.
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Fresh from the pipeline
Learn how to use ChatGPT to analyze your entire codebase for bugs and architectural issues. Understand AI's capabilities and limitations in code review.
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Learn how to build a cost-effective Retrieval Augmented Generation (RAG) system using Gemini File Search and Go for internal documentation.
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Learn to build software Proof-of-Concepts (PoCs) using AI coding assistants like ChatGPT with Codex and GitHub Copilot. Understand their strengths and weaknesses.
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Learn how to build functional websites from scratch using AI assistance, even with no prior coding experience, all from your phone.
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Learn how to automatically crawl and convert web documentation into clean Markdown files using Pulpie and Claude, making information accessible for AI agents.
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Simulate a fruit fly's neural network to play Tic-Tac-Toe using Python and connectome data. Learn how to map biological connections to game logic.
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Browse by goal
01
Found in the wild
A pipeline scans Reddit, Hacker News, Dev.to and more for workflows real people actually used.
02
Scored ruthlessly
Every candidate faces a strict quality rubric. Hype, ads and tool lists get discarded.
03
Proof attached
Every workflow links its original human source. No source, no entry.
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