Anthropic engineer:
"At Anthropic, we don’t write prompts anymore. We build loops."
In 45 minutes she shows how the Claude team builds loops that prompt themselves.
If this cost $300, people would call it the best agents course of the year. It's free.
Watch it, then build your first loop with the step-by-step guide below.
Andrej Karpathy just dropped his first course since joining Anthropic.
90 free minutes to become an AI engineer before 2027:
19:13 - Getting Hired Without a Degree
30:31 - How Claude Actually Works
52:13 - Your First AI Agent
Bootcamps charge $20,000 to teach less than this.
You probably don't have 90 minutes right now. Don't lose this in the feed.
Watch it tonight. Then read the guide below and build your first loop.
people in tech, say hi and let's connect 👋
i’m here to meet:
founders
developers / vibe coders
designers
people learning ai
people into robotics
i’m El, a founder and developer
i build things from websites to robots 🤖
A man spends 50 years teaching at MIT.
He knows his time is running out.
So he records one last lecture — everything he knows, distilled into a single hour.
He died 5 months later.
This is that lecture.
The most important hour you'll watch this week.
Bookmark it for later!
Google engineer:
"Build self-learning agentic workflows that work for you 24/7 with loops and graphs - that's the new job!
at Google, 90% of engineers are running at least 50 agentic workflows, that's the new "era of engineering"
in 1-hour interview, a Google engineer explains how the future of AI engineering will look like
worth more than 10 paid agentic courses
watch it today, then read how to run a self-improving agentic system in the article below
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
In 45 minutes, she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run.
Worth more than any paid course you'll find on building agents.
Watch this and bookmark
Anthropic just released a 4-hour course to getting a $500k AI engineering job:
00:15 - The right way to prompt Claude
33:21 - What makes Claude act dumber on your code
01:33:39 - How Anthropic use Claude every day
02:50:56 - The fix that makes Claude way smarter This
4-hour Anthropic free course replaces about 10 paid engineering courses.
Watch it today, then read the step-by-step guide on building loops below.
Instead of watching 1 hour of Netflix today, watch this Stanford lecture by ex-GoogleBrain & OpenAI engineers.
This is the best explanation of how LLMs like ChatGPT & Claude actually work, and how to unlock 100% of their potential.
Worth watching whether you're a senior AI engineer or just taking your first steps in AI.
I took the key ideas and turned them into a practical guide for getting 100% out of AI.
You can find it below with ready-to-copy prompts and solutions.
NVIDIA CEO Jensen Huang:
"Nobody is just writing prompts anymore
The new job is building and running agent graphs"
He says this is the shift that will define the rest of 2026
In 23 minutes, he explains why the best engineers are moving from prompting to graph engineering
Prompt → Agents → Checks → Fixes → Graphs
That is the new AI engineering workflow
Bookmark and watch the interview
Then save the full graph framework below ↓
Eric Schmidt, former Google CEO:
“If you want a real shot at making money, start an agentic AI company.
Don’t just build AI—ship an agent that actually does a job. We’re entering the agent era. Everyone will be building agents. And those agents will be battling it out.”
Read the piece below.
If I’d had this a year ago, my first agent would’ve been live in 24 hours—not after two weeks of fumbling.
In the right hands, this is a cheat code.
Save it now before the algorithm buries it.
🚨 ANTHROPIC JUST RELEASED A 3-HOUR COURSE ON HOW TO PROMPT CLAUDE
$1.5 MILLION/YEAR PROMPT ENGINEER'S FAVORITE COURSE
I asked a prompt engineer making $1.5 million a year how he learned prompting so well.
He sent me one video.
Anthropic's 3-hour prompting course.
Taught by the people who built Claude.
I watched it last night.
Halfway through, I realized I'd been using Claude completely wrong for years.
Watch this, bookmark it, and read the prompting playbook below.
This 1-hour Stanford lecture by Joel Peterson will teach you more about negotiation and getting what you want than most people learn in years.
Bookmark it and give it an hour, no matter what.
Andrew Ng just released a free 2-hour course
On building agentic skills from scratch with Anthropic:
00:00 - Build agent skills with Claude
22:32 - Use Claude's pre-built skills
41:07 - Skills vs tools, MCP, and sub-agents
01:06:06 - Skills for long-running agents
This 2-hour watch can replace 10 paid courses on building agents
Taught alongside Anthropic engineers
Bookmark and watch it tonight
Then read the full article below
Anthropic just released a free 4-hour course on the skills behind $500K AI engineering roles
How to go from prompting Claude to building graph systems that make it work smarter:
00:15 - Prompt Claude the right way
33:21 - Why Claude struggles with coding
1:33:39 - How Anthropic engineers use Claude internally
2:50:56 - The fix that makes Claude dramatically smarter
Most people blame the model when Claude starts failing
Anthropic is teaching the full stack around it:
Prompts → Context → Workflows → Feedback → Graphs
Better prompts are the old workflow
Graph systems that improve Claude with every run are the new one
This free 4-hour course is worth more than most $500 AI engineering programs
Bookmark and watch it before everyone catches up
Then read the full guide to building self-improving agent graphs below ↓
Google just released a free 1-hour workshop on Graph Engineering
For building agentic systems from scratch:
"Loop agents are getting deprecated soon
I'm focusing on graph workflows"
08:01 - Build your first agent from scratch
24:14 - Engineer better prompts
44:48 - Kill the tree, draw the graph
1:00:47 - Build a router that never asks the model
1:19:49 - Fan out in parallel without losing control
Most agent tutorials tell you to add another agent
This workshop deletes three of them and replaces them with simple functions
Watch it, open the lab, build the graph
Then read the full architecture below ↓
Google engineer:
"90% of engineers are still using LLMs like ChatGPT & Claude wrong. They run 1 agent, it fails, they say 'it's dumb'
at Google, all senior engineers already running "loops" and "graphs" for their self-learning agentic systems"
in a 18-minute session, a Google engineer explains how to build a self-learning agentic system from scratch
watch today if you don't want to be left behind, then read the article below
INSTEAD OF WATCHING NETFLIX TONIGHT.
Spend 1 hour with this.
Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything.
The people who watch this tonight will wake up tomorrow with a new skill.
Watch it and bookmark it now