Pinned
Mar 15 •
Welcome to Clief Notes. Here's where to start.
1. Watch the intro video and introduce yourself in the intro post here 2. Start with The Foundation (free course). 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, move to Implementation Playbooks (Level 2). When you're ready to build your own tools, Building Your Stack (Level 3). 5. Post your work. Ask questions. Help others when you can. What are you here to build?
Poll
5026 members have voted
Pinned
👑
⭐
3h •
🏆 WEEKLY COMP #3 WINNER ....
Before I get to the who and why, I want to say this plainly. Picking a winner this round was genuinely hard. I went through every submission. Pulled repos. Read identity files. Compared rules.md sections. Every entry did real work. A lot of you shipped something I would happily use, sell, or hand a client tomorrow. I can NOT explain to you how proud I am of everyone participating in these, you make this community worth and it and there is SO much potential for the future from just ONE competition let alone future ones. 💼 That part matters more than the prize. The $325 covers a year of Premium and that's great but... The portfolio piece is the real value here. A public repo of a working folder-based AI specialist with a clean README and receipts is a resume line that hiring managers can clone and test cold in five minutes. It is also something you can charge for. If you built a specialist that solves a real problem in a real domain, you already have most of what you need to license it to a peer in your industry, sell it as a service, or package it as a Done-with-You engagement. A few quick notes on that, because most of you did not realize what you actually built and I want to Highlight a few of you: 💸 @Nicolas Patron Uriburu USD Routing Coach AR could be sold to every Argentine indie consultor I know. Same playbook works for any country with FX restrictions. Subscription service, recalibrated annually, audit-pack included. It is a product. 🔗 https://github.com/Nicopatron/usd-routing-coach-ar 🔧 @Jannetje van Leeuwen RAMS specialist is a service business in waiting. Irish signage contractors will pay for this. Same model works for any trade with a regulatory documentation burden. Plumbing, electrical, fit-out, demolition. Each one needs its own folder. 🔗 https://github.com/JannetjeIQ/rams-irish-signage-installer
Pinned
👑
⭐
5d •
I come asking for help! (NEW ROUND! VOTE ONCE A DAY PLS)
Because of the Amazing support you all gave for the first Round Wylder (my step daughter) made it into the second round! You can vote once a day and some days are 2x votes ! I would love love love if any of you support her going to work with some of the best animal rescues in the world to just cast at least one free vote if you can! You can vote here! Not Ai related so sorry for that ! Wylder | Junior Ranger
5h •
Stop using MCP's ... mostly
OK, maybe not all of them, but for the most part you should be able to eliminate 90% I stumbled across this old blog post from the creator of PI AI (https://pi.dev/) and it's genius. It shows you how to easily remove the common web browser MCP's and replace with code. WHY ? - Because when you run executable code you no longer need to use the complex MCP queries which are typically bloat for all use cases, it simply runs the code. 1 line. What You need, not what 1million users need. Unfortunately it was about a week late, I could have used this a week ago as I was having trouble scraping epic-games for Unreal Engine documentation. I tried a number of different scrapers, Skill-Seekers, one I built for SEO about 5 months ago... and then decided to use Firecrawl, however I had to pay for it as it's over 6000 pages. So $36 later... THE BLOG POST: https://mariozechner.at/posts/2025-11-02-what-if-you-dont-need-mcp/ having 4-6 MCP's connected really adds some overhead. I even noticed this issue with Codex, I had to uninstall Vercel (3x bigger than GitHub), and a bunch of others. So moral of the story, keep your MCP's very light, if any at all. Even the GitHub MCP is pretty much pointless unless you're doing heavy actions / worktrees. Using 5 agents on 5 different trees. etc. If you're just doing light Push.Pull.Merge.Commits. then you don't need GitHub MCP. And after reading this post you can safely get rid of Playwright, Puppeteer, Chrome MCP Browser tools etc. All scripts can be downloaded here: https://github.com/badlogic/browser-tools
👑
⭐
Mar 2 •
Who's here? Drop your intro.
Tell us three things: 1. What you do (job, industry, student, career-changer, whatever) 2. What brought you to Clief Notes 3. One thing you're trying to figure out right now related to computing or AI I'll respond to every single one. And read each other's intros too because the person who's stuck on the same problem as you might already be in this thread. I'll go first I am Jake, I have been working in tech for 15 Years, building with Generative AI for 3 Years straight now! Excited to teach and learn! That's it. Simple, scannable, gives you data on who's joining and what they need, and keeps the feed clear for content that retains people past week one.
1-30 of 1,105
skool.com/cliefnotes
Jake Van Clief, giving you the Cliff notes on the new AI age.
Leaderboard (30-day)
1
+856
2
+813
3
+696
4
+612
5
+436
Powered by