So this is my first try at being a GIT user. The idea is that this is the start of an idea, not a finished product. It's been sitting on my desktop for a bit, and I just need to throw it out into the universe. It's inspired by Information Architecture by Richard Saul Wurman (LATCH) and the desire to be able to 'tune' data to find harmonic correlations. So behold... Signal Harmonics is a cross-domain correlation instrument. You pick signals — GDP, inflation, S&P 500, violent crime, temperature anomaly, social mood, whatever combination — and it shows you how they move together across 2019–2024. Hit "Read the Signals" and Claude gives you an AI interpretation plus a historical parallel from another era that matches the same pattern. The idea: most tools show you one domain at a time. This one asks what happens when you put economy, markets, society, environment, and crime in the same room and listen for the harmony. It's live here: ajpaschka.github.io/signal-harmonics The code is fully open source on GitHub under MIT. I built it intentionally minimal so it's easy to branch. Good starting points if you want to dig in: swap in live API data, add new signal categories, build a different visualization layer, or just run your own version on your own domain. The README walks through the full deploy in about four steps. GitHub: github.com/ajpaschka/signal-harmonics Fork it, build on it, break it. If you make something interesting with it, I'd love to see it. Break it down. Make it better.

You watched Jake build and deploy a full website in under 10 prompts. Let's see what stuck before you try it yourself. 💬 Drop Your Answer in the Comments 1. What's one thing you'd include in your first prompt that the video showed gets missed? (Logo format? Image direction? Color palette? Form handling?) 2. Which "Key Moment" timestamp are you rewatching before your first build? 3. If you've already built something: How many prompts did it take you? The video benchmark is under 10. If you hit 15+, what would you front-load next time? ✅ Action Step Post your live GitHub Pages URL in the comments when you finish. Include one sentence about what you'd change on the next iteration. Stuck on a deployment error? Screenshot it and post here before burning tokens. Someone else probably hit the same one. Quick Gut Check Where does the build actually start?

I'm curious what everyone here likes to do for fun (of course building stuff with Claude is fun too lol), and if you've applied any AI to your hobby. For me it's been super useful for DND planning and I find I get to stay in creative flow more. Curious what other people are doing