... Kamdi, CEO and co-founder of Ked-AI, an AI-powered education platform built out of Cambridge. Our first product, YourLume, just launched in open beta, targeting learners everywhere. It features Ayan, a Socratic AI tutor, alongside note-taking, task management, deep academic search across 200+ databases and 250M+ papers, and focus tools. It's the study environment students actually want to sit inside. One place for everything: research, notes, tasks, and the focus to actually finish. My background ...

... writing workflow: Not just Recording, but Evolution: As you speak or type, the AI doesn't just transcribe; it structures. It identifies your core arguments and organizes them into a logical draft in real-time. Not Solo Thinking, but Socratic Dialogue: SocraDraft is a "Thought Partner." It asks you the questions you didn't think to ask yourself. It probes your logic, surfaces blind spots, and pushes you to explain your ideas more clearly. Not Static Storage, but Dynamic Output ... ... note-taking happens when we're in "capture mode" but writing needs "creation mode" which feels like a completely different headspace. I'm wondering how SocraDraft handles that mental shift, like if I'm dumping thoughts after a meeting versus

... work. That's not a productivity win. That's a slow leak in your ability to think. Socra was built to fix exactly this problem. What Is Socra? Socra is an AI learning platform built around the Socratic method the 2,400-year-old teaching philosophy that uses questions, not answers, to build genuine understanding. Where most AI tools give you a response and send you on your way, Socra turns every session into an interactive dialogue that challenges ... ... knowledge at multiple levels and adjusts difficulty based on your performance. Better than flashcards. Smarter than practice tests. Built for exam preparation and long-term retention . Critical Thinking Trainer Share any argument, idea, or decision. Socra acts as a Socratic

... david_sherer  I would prefer to know what exact part does, because I can replicate my knowledge and apply it to the next project, the knowledge will be accumulating. Comment from Sean Howell(@howell4change): You can build a Socratic dialogue bot. Super effective for teaching first principles which I found very hard to teach a mentee. I plan to write about why I found it hard soon Comment from Rohan Chaubey(@rohanrecommends): I believe this challenge can be solved ... ... Whys". It's a give and take relationship. AI is great, but giving it instructions without learning the context or reasoning puts you in a deep technical hole. You may end up spending more time troubleshooting your prompt vs

... difficult. Frustrated on hitting a deadend, I decided to write al.gorithm.dev that helped me build intuition to solving variety of problems while maintaining structure and helped me track progress. Being AI native, you can set the level of socraticity of the coach to help ensure that you aren't getting answers directly but are helped with a nudge in the right direction. Once you solve a problem, you can generate your revision notes that you can also share with others ...

... compared to other methods, or to explain the underlying concepts. Successful long-term software development isn't just about getting code that works now, but understanding why it works and how maintainable it is. Using the AI as a Socratic partner deepens your understanding, making you a better developer, better equipped to debug, refactor, and extend the system later, even if the AI isn't available. Now you are constantly learning as a dev... not a vibe coder anymore ...