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17 contributions to Clief Notes
What's the last YouTube video you actually needed?
Last night, before bed, I picked up my phone. Old habit. Check YouTube, X, Reddit. See what I missed. Hunt for the hidden gem someone posted about AI. I put it back down without opening any of them. Not because I was tired. Because I didn't want to. And when I thought about it, I realized I haven't actually done that routine in a while. For most of us, the answer to the title question is probably the same: "Stop Building AI Agents. Use This Folder System Instead." That was two months ago. It's why most of us are here. Everything I was hunting for out there, I have now in this community. The videos that came before that were all the same. Everyone was copying each other. New model, new skill, someone's hot take on what changes everything. I kept watching because I thought the next one would be useful. It wasn't. Curious if anyone else has had this happen - where the community replaced the hunting behavior that used to eat your nights. What did you stop or start doing once you found Clief Notes?
1 like • Jun 1
@Ian Hooper dont go for skills yet. Just think how to make that process perfect. I recomend studying RAG and how to make your prompt get what it need so it doesn't read more than it needs.
1 like • Jun 1
@Ian Hooper yes, there are a bunch of tools you can use for memory retreival, this i think is the bottleneck for ai right now. And every tool has it cons and pros. A well.made rag with good metadata is enough for my clients. They do not have enormous amounts of data and rag with good metadata is perfect fit. It really depends on the information you beed to retreive and the similarity of the chunks. Happy to be usefull, thanks for the discover ai channel i will take a look
About first client
Greetings everyone: Just passing by to talk about my first client interaction. It was not as expected, but quite a learning experience. First of all, I jumped right into working without talking about price (first error) and then, i solved a big problem for my client: his webpage had a lot of trouble, and he is an AI enthuciast and tryed to fix it himself. I did an excelent job and manage to get score 100 on SEO that was his first issue. Also was built on wordpress and had a lot of pluggins and the webpage was not responsive. In the way i found that he had a italian hacker (at least the IP said so) and belive it or not, the hacker made a admin acount and noone noticed for a whole year. Also he added malicious malware on the base. I rebuild the website. It took me about 5 days of work and charged about 600 bucks for all. I noticed he had payed a chatbot, a good one chilean startup and payed 200 bucks for it monthly. The website sold almost 0 on the last 3 months. He also hired a digital marketing agency for 1000 bucks for managing google ads and meta ads. I also noticed they were doing a horrible job. I proposed him charging him half of the price they were charging to make an Agentic solution for it, a good one. Also on the way i made my own chatbot using LangGraph and Gemini, even offered product with a picture or audio! Im proud of it. The thing is even thou i demostrated my skills with AI and my speed, he offered me crums: only a comition payed when the website started selling (almost 100% of the sales are non web) and ofered me very very little money for % of sales. He sent me the offer today (17 days since i started working with him). I spoke with him and he was sure it was a good offer and also asured me there were no other way. They had no intentions on making me an AI Partner. I just sent him a backoffer refusing the sales % and offering good AI products that are still a win win for both of us. I feel kinda relieved because at some point i considered the offer. I spoke with my good pal Claude and review everything in detail and made a detailed auditory about the digital marketing agency.
0 likes • May 23
@Jake Van Clief Thanks for the reply Jake! I think i've been biting more than i can chew my whole life, since i was 5 years old. Im a big mouth, but i deliver. In fact i think this has been a problem for me to sell because i am so confident on what can be done that i tend to overspeak, and i think people don't belive me, even if i say "try me, if i don't deliver, you dont pay". This is a problem for me so i am learning how to do less talk about what can be done, and i just came across the SPIN method (i posted it on wins) in order for making the client tell you the AI solution himself and not overspeak. I even just made a bot (with the same structure as i did with my first client) that uses the SPIN method to get clients to talk to me in whatsapp and i get exactly what they need. Just build it today, i will incluide this on my website, coming soon. Thanks for the advice Jake. Love from Chile
0 likes • May 23
@Jordan Shaw Thats right! ALL IN no regrets 🤘
SPIN method to get your client needs and what is the price of it
Hello everybody: Here Pepe again... I wanted to share something pretty interesting thought about SPIN method. It's a very good form of reaching a client and get him to tell you what they need. At first, you cannot offer full auditory but you need to get a job that is fair for both of the parts. The SPIN method (or SPIN Selling) is a classic consultative sales framework developed by Neil Rackham. Instead of pitching features, the seller guides the buyer to realize their own needs by asking four specific types of questions in sequence: Situation, Problem, Implication, and Need-payoff. Speak your local llm about it and learn it. This is the way to get the client to tell you what problems do they have and what is costing them. If you get a client to tell you their problems and the cost, it's a no brainer, you deliver a solution at a fraction the cost of the problem. This is not new. I've had a great meeting today using this method and i got exactly what i needed in order to make them an offer. Let me know your comments. Peace
https://www.anthropic.com/news/claude-for-small-business
Hello everyone! I was just seeing this and it makes me think. This is an oportunity or is this a menace? I'd really hear your comments on this one.
1 like • May 17
Well i've given a lot of though on this and, this is not a bad thing at all. This does not menace what an AI Agency can do for a client, it solve some of the oportunities an AI Agency can resolve, but they OBVIOUSLY wont take responsability if something goes wrong (and it will) and they are trying to make SMBs get into claude. I am already seeing this as an oportunity than a menace, and i really don't think this will replace AI Agencies at all
About Agent, skills, and public resources
Hey there fellas. This post is because i read over and over and over the folder structure... And it makes ABSOLUTE SENSE. I trully belive that, and the thing is: my media always tells me what good agents are comming out, set of skills i should try, and it's pretty hard for me to not put attention on the continuous bombarding of things i should be using. So the real question goes here: How do you guys manage to make workflows on your own and on the other hand use skills/agents or whatever there is avaliable for free. This reminds me a lot like 2016ish... When this same thing happened with popular libraries. I think on that cases it was way more easy to define wich libraries to use... Nowadays, i get a lot of analysis paralisis and i loose confidence on what i am doing and on what should i be using. Does this happen to you also? How you decide wich external code to use? For me this is very hard. I'd love to see your comments on this one.
1 like • May 16
@Curtis Hays Well i am a perfectionist freak, and i was trying to get a perfect memory system. This idea of me triggered because i saw a video about Agentic OS and this gave me a need to start recording everything i did on Claude Code. But reviewing all the feedback you guys gave me made me realize i will not adress this issue unless it becomes a real problem. I wanted to make an OS agentic system right away and my youtube feed made me watch a ton of videos that confused me way more. I will follow the advice given here: i will stick to my builds, refining them. Memory for me is not an issue right now, so i will focus on what really matters: good builds to make a good portfolio. Currently i got only a agentic chatbot with a bunch of tools using RAG. I really thought this was similar to using python libraries, in wich cases is way easier to figure out a stack. Here i am learning that on AI matters, making it simple and explainable is way better approach than searching for the right shinny tool. Currently i have a lot of ideas that will help my client, like making the MEO calls controlling google and meta ads. This is new to me so i am on research mode.
1 like • May 16
@Jay Park I will follow your advice about no media just focus.
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Pepe Lübbert
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@pepe-lubbert-7118
Going from 0 → 5 paying SMB clients by Q3 2026 Industrial engineer · Santiago, Chile 🇨🇱 Ex-Banco de Chile · Now full-time on AI automation

Active 5d ago
Joined Apr 24, 2026
Santiago, Chile
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