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Joined September 2022
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THIS GUY HACKED A VIBECODE APP AND FIGURED OUT HOW VIBECODE APPS LEAK YOUR DATA
In the hacked app he found these holes through which information is leaking:
• Public buckets with photos
• They store ID and selfies openly
• API without login and permissions
• You can read other people's data
• Secrets hardcoded in the frontend
• Keys are easy to pull from the app
Most vibecoders start thinking about these issues when it's already too late
Read the article below to improve the security of your project👇
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REMOVE AI SLOP from your designs
Impeccable skill created by @pbakaus its main purpose is to remove AI slop from your designs
• Checks finished mockups
• Avoids template-like feel
• Works with AI agents
(this isn't even half of all the features)
The skill has 40k stars on GitHub
Watch this 20-minute guide that shows how to use this skill effectively
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THIS GIRL SHOWED HOW SHE CREATE VIDEOS THAT BRING IN $10,000 IN MONTH
To some this content seems dumb, but it's where people make the most money
I'm sure you've seen similar videos with millions of views
- All you need is a phone and registered social media accounts
Then she comes up with an idea, generates the video and posts it
You can also create your own animation factory for $124 a month by reading the instructions below👇
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BUILD LOOPS THAT ACTUALLY WORK (FULL GUIDE)
Prompting isn't dead. At its core, a loop is just a prompt in a cycle, but it’s already changing the rules of the game. To create one, you need to know:
• 4 phases of any loop
• the heart of loop engineering
• stop criteria
• building a loop doesn’t start with the loop
......
Watch this 20-minute guide where they explain the whole essence of loop engineering and how you can create it yourself
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HE CREATED AN AI INFLUENCER THAT MAKES 30K$ A MONTH
In 7 minutes he'll show how to create an AI influencer, what exactly you need to focus on more so that people start noticing you
• 1 - Create a unique character
• 2 - Start promoting it
It looks easy, but it's actually not that simple
Watch the video and try it yourself
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An OpenAI engineer just explained what harness engineering really looks like in 2026
Models are already handling most of the engineering work
The problem isn't in the "code", but in how you design loops and guardrails:
agents.mmd → guardrail personas → lints + tests → reviewer agents → overnight "dreaming" over failures
This 30-minute talk gives a framework to move from "prompt engineering" to loop engineering
Watch it, then rewrite your stack for a world where agents do most of the heavy lifting
Claude Code creator:
"I don't prompt Claude anymore. I have loops running that prompt Claude and figuring out what to do. My job is to write loops"
• the loop has a clear goal
• after each action there should be a result check
• then the system either retries or finishes the work
• stop conditions, budget, and error control are important
Watch the video and read below how to build an agent that works on a loop
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CEO Anthropic: Dario Amodei
“My experience working in AI shows that technology development follows a smooth exponential curve, where for a very long time nothing happens, and then the system suddenly takes off and everything just goes crazy”
Their models caused a situation where about $285 billion in market capitalization of SaaS companies disappeared overnight
And 100% of the code in the team is written with the help of AI
Watch this 47-minute Bloomberg report about Anthropic
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30 minutes of an Anthropic engineer explaining how to build an agent that improves itself
The foundation of the system is:
• Claude
• Loop
• Dreaming
Watch the video and read below how to create an agent that works in loop
SCROLL ANIMATIONS ARE EASY WITH CLAUDE + HIGGSFIELD
In just 5 minutes you’ll get practical instructions on creating motion design with AI
“You don’t need After Effects to create beautiful motion design”
“All you need is Claude and Higgsfield”
And this design works better than any presentation (except the one that shows big income numbers)
And how you can make money from this, read below👇
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BEST ALGORITHMS FOR AI AGENTS WORK
Algorithms allow you to make the agent's work not only predictable but also more effective
The interesting fact is that few people know about these patterns
• Single agent pattern
• Sequential agents pattern
• Parallel agents pattern
• Looping agent pattern
• Hybrid/branched patterns
Get more familiar with these patterns and learn about even more new ones below
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CLAUDE CODE + GLM 5.2 = ?????
Why choose just one model when you can combine them and use the strengths of all models at the same time
• Cheap mass tasks
• Almost frontier for code
• Escalation of complex tasks
• 1M context for projects
• Balance of speed and quality
• Flexible stack with open-weights
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HOW TO SET UP THE BEST AI MODEL - GLM-5.2
A new Chinese model that has already caught the market's attention because it almost doesn't lose to Claude and Codex in tasks, but it's cheaper and in some situations more effective
• 5–8× cheaper
• 1M stable context
• Open-weight + MIT license
• Fine-tuned for long coding agents
Set up this model locally using the instructions below👇
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USE CLAUDE DESIGN LIKE PRO (NEW UPDATE + 45 SKILLS)
The main problem with Claude Design is the small token limit that disappears without you even noticing. The new update doesn't completely solve this problem, but it definitely makes it better
• Import design systems from GitHub
• Bidirectional handoff Design <->Code
• New powerful editor
• New imports (Figma, code)
• New exports (HTML, ZIP)
• Updated dashboard and templates
• Optimized token limits
And another 45 skills for Claude Design that you can read below👇
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HOW TO CONTROL AI AGENT ACTIONS AND MAKE THEM PREDICTABLE
A workflow makes the system and the agent's work literally several times more effective
• the agent doesn't make up what to do
• doesn't waste tokens on unnecessary actions
• knows when to start and when to finish
• delivers a specific result
......
The only problem is that to create a workflow you need to know the entire work process from start to finish exactly
And to create the right workflow, just look below 👇
🚨HEAD OF CLAUDE CODE NO LONGER PROMPTS - HE CREATES LOOPS
He straight up says that he has moved to the next level, where he doesn’t even prompt Claude directly anymore his work is done by loops that prompt Claude themselves and decide what to do next. Now his “work” as an engineer isn’t writing code or writing prompts, but designing these loops: how they should work, what triggers the cycle, what goals, what tools/skills available models, and how all this together delivers the needed business result
How and in which cases it’s best to use loops read below 👇
THE NEW STAGE OF AI AGENTS DEVELOPMENT - IS AGENT LOOPS
Prompting AI agents is important, but it's way more important to set the agent a goal and the condition under which that goal will be achieved
This immediately gives the agent several advantages:
• Autonomy
• Execution of long tasks
• Better quality and stability
• Scalability
• Less manual work
You can learn about the architecture of agent loops below👇
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USE CLAUDE DESIGN LIKE A PRO (2-HOUR FULL COURSE)
To learn how to create websites that sell, you need to learn how to use Claude Design
• Creating motion designs
• New hero videos
• Smooth scrolling movements
• Collecting brand guides as text
• Landing concept options
• Quick styles through tweaks
• Landing + video + deck all connected
.........
And 10+ more different ways to use Claude Design
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HOW TO BUILD A SELF-IMPROVEMENT AI OPERATING SYSTEM (HERMES + OBSIDIAN)
How to make AI:
• Always stay in context
• Work more effectively
• Not waste a lot of tokens
• Know what and where to look for
.......
It’s simple create a knowledge base for it based on these points:
• Karpathy system
• Hermes
• NotebookLM
• Obsidian
Save this so you don’t lose it and start building
13 MAIN THINGS YOU NEED TO KNOW ABOUT AI
You don’t need to run and immediately look up what it is start learning it in practice and just keep these concepts in your head
• 1 - AI agents
• 2 - Reasoning models
• 3 - RAG
• 4 - MCP
• 5 - Mixture of Experts
• 6 - Artificial Superintelligence
• 7 - Vector databases
Read about the other 6 concepts below 👇
