I Built a Python CLI Tool From a 3-Minute Voice Rant
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In this video, I show you how I turn a messy 3-minute voice brain dump into a working Python CLI tool using Granola and Cursor.
I think out loud, Granola restructures it into clear requirements, and then I connect it to Cursor so it can generate the full project with context. If you’re a solo Python dev who struggles with over-planning or blank page paralysis, this workflow helps you go from idea to shipped code much faster.
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🎬 Timestamps:
00:00 From Voice Rant to Working Python CLI
00:30 The Problem With AI Notetakers (Organized Garbage)
00:54 My 3-Minute Brain Dump for a Python CLI Tool
02:08 How Granola Turns Raw Thoughts into Structured Requirements
02:41 Using Granola Recipes to Generate Action Items
03:50 Connecting Granola to Cursor with MCP
04:20 Giving Cursor Full Project Context from Voice Notes
04:40 Generating the Full Python CLI Project Structure
08:15 Config Loader, Environment Variables & Error Handling
05:10 Running the Generated Python Tool
05:30 Automating Todoist + Notion with Zapier
5:55 My Full Solo Python Developer Workflow
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Tag ~ zero to knowing, code with josh
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