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Welcome to Clief Notes. Here's where to start.
1. Go check out 📚Navigating The Course to see how to get around and what's here. 2. Start with The Foundation. Concepts, folder architecture, prompting framework. Everything else builds on this. 3. Check in at the bottom of each lesson. Polls, discussion posts, other members working through the same stuff. Use them. 4. When you're ready to build real things join in on our Biweekly competitions and win some real cash. ⭐ Competitions Mega Thread 5. If you are wanting to dive into the masterminds, grab all the past templates, artifacts and resources. Upgrade and head into the The Vault for Premium and The Drawing Room (VIP) for VIP 6. Post your work. Ask questions. Help others when you can. What are you here to build?
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🏆 HOW COMPETITIONS WORK FROM NOW ON 🏆
Quick update on the competition schedule so everyone knows what to expect. 📅 NEW CADENCE: TWICE A MONTH We're dropping comps on the 15th and the 30th of every month. Two chances to compete, every month, on a set schedule you can plan around. ✍️ WHY THIS SCHEDULE Spacing them out this way means we can give tailored feedback on every single submission. Not just the winners. Everyone who enters gets notes on what worked, where it's weak, and what to do next. 🎁 WHAT WINNERS GET Along with the prize, every winner gets a 15-minute one-on-one with Jake. Use it to talk through your build, ask questions, or bring whatever else is on your mind. Two comps a month. Feedback on every entry. Direct time with Jake for the winners. Mark your calendar for the 15th and let's get to work!
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🎆 GOOD NEWS: THE SALE STAYS OPEN. HAPPY 4TH 🎆
We're holding the last sale through the holiday weekend so nobody misses it. 🎉 Premium: $27 → $14/mo 🎉 VIP: $97 → $67/mo This is the cheapest it will ever be. Once it closes, the price is gone for good. ⏰ New deadline: July 5th, 10:00 AM EST. This is the last extension. If you've been on the fence, sign up now. You lock this rate in and keep it every month going forward. 🖥️ ONE MORE REASON TO JOIN The week of July 5th we're dropping the software we've been building for this community. It goes out for beta testing first, and only Premium and VIP members get access. Sign up before the sale closes and you're in from day one.
I built a game show to measure how well AI lies
This was a fun little side project: There's a box. It holds a banana, or it doesn't — a coin flip decides. One player looks inside; the other has to guess what's in it by talking to the one who looked. The catch: the one who looked wins when the guesser is wrong. So they lie. That's the whole game — wrapped in an 80s Price is Right set with a robot host, but really a tiny experiment: how well can a model lie, and how well can another one catch it? The truth is one bit, and the liar owns the only channel. Game theory says two perfect players are stuck at a coin flip — 50% is the floor. That's the measuring stick. Real models aren't perfect, so the whole experiment is the deviation from 50%: a liar that leaks tells pushes the guesser above it; a liar that manipulates well drags the guesser below. The leaderboard is the result. First result made me laugh: local qwen3 vs qwen3, the guesser scored below 50% — worse than not playing. It was a naive inverter ("the liar's lying, so I'll say the opposite"), and a competent liar just anticipates that and yanks the handle. The guesser wasn't beating the con; it was part of it. Runs locally, point any model (Ollama / OpenAI-compatible / Anthropic) at either seat, keys stay on your machine. Alpha, open source — poke at how your favorite model lies and tell me what you find. Repo: https://github.com/BytesFromToby/BananaOrNoBanana Leaderboard: https://banana-arena.bytesbytoby.workers.dev
I built a game show to measure how well AI lies
Built my first website through opencode.
Here is the the github url: https://newmeharemail-ux.github.io/ecogreen/ Actually I wanted to build a solar company website to drive conversions from visitors to quotes. The site is there but it need improvements. My plan is to add pictures first and them change some colors and make the site more dynamic and full of life. The local hosted version is showing pics but the deployed site is not. Also will love any feedback from you all.
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Clief Notes
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