User
Write something
Pinned
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?
Pinned
🏆 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!
Pinned
🎆 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.
Fable 5 is back…. 🥳🥳🥳
Is it real? Edit: How much better is Claude Fable 5 vs. Opus 4.8? (Anthropic’s launch benchmarks, June 9, 2026) • SWE-Bench Pro (agentic coding): 80.3% vs. 69.2% for Opus 4.8 • FrontierCode Diamond: 29.3% vs. 13.4% — more than double • Core pattern: the longer and more complex the task, the larger Fable 5’s lead; on short, well-scoped tasks the two are much closer In practice: noticeably better on long multi-step work (migrations, feature builds, complex pipelines); barely different for quick, simple tasks. Caveat: these are Anthropic’s own benchmarks — directionally correct, but vendor numbers.
What to focus on
Im one of those people who need a project to properly learn a new skill like all this icm and folder methodology. Im a relatively new to AI but not python or technology. I’ve been in the VoIP space for over 20 years. Any suggestions on something I could build or help anyone out with so I can get fullly immersed into this system ?
0
0
1-30 of 2,186
Clief Notes
skool.com/cliefnotes
What we give away free beats most paid courses. Build durable AI systems with a Marine vet and Edinburgh researcher. 40+ lessons, growing.
Leaderboard (30-day)
Powered by