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Afternoon Tea is happening in 6 days
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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?
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New Video: We Audited a Vibe Coded Production App. Three Holes Found.
Dropped a new one for you all. Mike from Urban Pulse let me share footage from his security audit. He vibe coded his whole platform using my routing architecture, then hired me and my team to read every line before he opened it up to high ticket clients. We took our time over many hours. We found three holes that I share here. A Google Maps API key that had already been flagged and locked down by Google. A second cryptographic auth layer the AI built on top of Supabase, which already handles all of this for you. A JWT verification step that never checked the issuer, meaning any valid Supabase token from any project on the internet would have passed. This is what real building and shipping looks like in the AI world. Mike built something that used to take a year and a couple hundred grand. He did it solo. Then he paid engineers to audit it before any customer touched it. Copy his move. If you are vibe coding anything you plan to put in front of paying clients, watch this one.
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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
How to loop with Agents as folders?
I have been watching Jake's YT videos about structuring Agents as folders. I was wondering if there are specific lessons here on how we would loop without using an agentic harness like OpenClaw, pi, or Hermes.
Looking for a US-Based Developer Interested in AI or Fullstack
Hello, I’m currently looking for a US citizen developer with general knowledge of full-stack development and basic familiarity with AI automation concepts. This opportunity does not require advanced technical expertise — you only need to understand common technical terms, workflows, and modern development concepts. Even if you are not highly technical or do not know every aspect of development, that is completely fine. What matters most is your willingness to work, learn, communicate well, and grow together with the project. The work is flexible and designed not to interfere with your current daily job or responsibilities. but you will be able to receive sufficient compensation If this sounds interesting to you, feel free to reach out. I’d be glad to learn more about your background and explore whether we could be a good fit to work together.
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Clief Notes
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Jake Van Clief, giving you the Cliff notes on the new AI age.
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