... Unravl turns voice notes into organised structure. Speak naturally ramble if you want and it pulls out your tasks, events, reminders, notes, and groceries. No editing. No cleanup. A few things worth knowing: Rambles

... still alien to them. After digging deep, I realized low adoption probably isn t because agents suck. I ve tried a lot of open-source agents that are actually useful. The real issue is understanding, delivery, and the reliability vs. complexity paradox. First, the vast majority of agentic apps require you to deploy or set things up, of course including preparing your API keys. With requirements like that, you can basically say bye-bye to normal users. Sure ... ... more. But that leads to a new problem is the impossible triangle between autonomy, complexity, and reliability. Once you add more nodes and components to make the agent stronger, execution accuracy drops exponentially. Your agent turns into a rambling

... elegant. It was technically sound. It solved a real problem. So I hit up Tony he s a friend of mine and has been in the software world for like 20 years and I spent about 30 minutes rambling about this idea. When I finally stopped, he hit me with something that made me feel a little dumb, but honestly saved me a whole month or so of wasted effort and completely changed my perspective: "Getting developers to change their ... ... today. We're building toward 10x better. And we're doing it by solving the fundamental problem: AI tools don't remember. Projects do. Where We Are Now (The Foundation): 1. Universal Platform Support Works with Claude Desktop, Cursor, VS

... talk through ideas, they come out messy and unstructured. I ll go on tangents, circle back, and by the time I finish I can t really use what I said. The core of Fuzzy AI is simple: you ramble out loud, and it reshapes that into something organized like a clean outline, summary, or even a full draft. That alone makes it easier to hold onto my ideas instead of losing them. But what makes it stand ...

... Hard Truth About Hardware But that was the problem. As soon as we had it working, we hooked it up to ChatGPT, Siri, and Alexa. The results weren t great. Because the stuff in your mind is extremely rambling. Okay, we ve got this, I thought. We dove into creating something that could structure the rambling

... user told me he needs this: Don't make me organize my thoughts before inputting them. The app should extract tasks, suggest deadlines, create reminders, and prioritize automatically from my rambling. Typing each task separately and setting up reminders takes too long, and I end up not doing it. So we built what he needs Turn your ramble