Khairallah AL-Awady (@eng_khairallah1)

This is the best site on the internet to learn how LLMs actually work. Free. Completely. if I had this a year ago, I would've shipped my first app in a day instead of 2 weeks Bookmark this site. in the right hands, this changes everything:

this is f*cking gold Andrej Karpathy joined Anthropic five weeks ago. A friend on his team just showed me the exact LOOPS.md file he actually uses. I dropped it into my setup. The very first response was different. Not slightly different. Completely different. Claude stopped giving generic answers and started working exactly the way I think. You don't talk to the model anymore. You build the system that talks to the model for you. Bookmark it before it gets lost in your feed. Read it now, then check the article below.

GOOGLE CEO SUNDAR PICHAI: "IF YOU DON'T LEARN HOW TO ORCHESTRATE AGENTS NOW, YOU'LL SPEND 2027 CATCHING UP TO PEOPLE WHO STARTED TODAY." 30 minutes on why the best engineers stopped writing code line by line and started orchestrating agents instead. Most people think building an agent requires an engineering degree. It doesn't. It requires one guide and one afternoon. Watch the interview. Then read the article below. One guide. One afternoon. That's all it takes.

Anthropic engineer: "At Anthropic, 90% of our engineers use loops and ‘dreaming’ to build self-improving agentic systems. сlose the agent loop. give an agent a way to verify its own output." in a 30-minute session, an Anthropic team member explains how most people never actually set up Claude. - the 14% you lose to CLAUDE.md before typing a word - the features that change how Claude thinks before you type a word - the settings 95% of users have never opened - the workflows hiding behind one toggle Watch the talk, then save the playbook below.

this is f*cking gold How to build your first AI agent (Full guide) if I had this a year ago, I would've shipped my first app in a day instead of 2 weeks in the right hands, this changes everything:

Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself." this is one of the best workflows I've seen in a long time in this video she breaks down exactly how most people are using Claude: - the 14% you lose to CLAUDE.md before typing a word - the architecture that spawns 300 agents from a single prompt - the server-side loop that stops agents from dying on refresh - the daily workflows Anthropic's own engineers automated first if you've been using Claude for months and still start every session from scratch, you have at least 28 untouched features. probably 30 instead of another show tonight, watch this make sure to bookmark it before it gets lost in your feed full guide in the article below

🚨 Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude. Taught by the people who built it. Free. No registration. No paywall. I've seen $300 courses that don't cover what they teach in the first 8 minutes. Watch it and bookmark it now.

Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself." this is one of the best workflows I've seen in a long time in this video she breaks down exactly how most people are using Claude: - the 14% you lose to CLAUDE.md before typing a word - the automation workflows most users don't know exist - the daily task pipelines that run without touching the keyboard - the daily workflows Anthropic's own engineers automated first if you've been using Claude for more than a month and never left the chat window, you've been using one agent when you could be running a team of them instead of another show tonight, watch this make sure to bookmark it before it gets lost in your feed the guide is in the article below

A normal American student just bought an iPad and Mac Mini for $2,200. Connected them to his MacBook. Three computers on one desk - dorm roommates thought he was mining crypto. He just set up the automation and went to sleep. In the morning the system had already processed hundreds of leads, written personalized emails to each one and filled the CRM without a single touch. The team that did this before him- cost $7,000 a month He paid $2,200 once. There are 360 million companies in the world and 310 of them still pay people for what a machine does better. And only 100,000 people on the planet know how to use AI and set this up.

Boris Cherny, the creator of Claude Code at Anthropic, just explained how he runs thousands of agents from his phone while he sleeps in this talk he breaks down exactly how he manages thousands of agents from his phone: - the 14% you lose to CLAUDE.md before typing a word - the architecture behind running a few thousand agents overnight - why the system matters more than the tool - the knowledge structure that makes everything findable, connected, and useful if you've been using Claude for months and every conversation still starts from scratch with zero memory and zero context, you don't have a system. you have a chat history instead of another show tonight, watch this make sure to bookmark it before it gets lost in your feed the guide is in the article below