Ogwang Gilbert

Certified Hustler at

[Ogwang Gilbert @ogwabert]

Do you remember when you joined X? I do! #MyXAnniversary

[Anatoli Kopadze @AnatoliKopadze]

Google Brain founder, Andrew Ng:

"Prompting will be dead in 6 months, graphs are what's replacing it."

In 2 hours at Stanford he shows how to build agents that work and improve entirely on their own.

The first 10 minutes cover what most $500 courses never do.

Watch the lecture first, then read the guide below on how to build a system that improves itself.

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

In 45 minutes she shows exactly how Anthropic builds agents that remember, fix their own mistakes and get smarter with every run.

This beats any paid course on agents I've seen.

Watch it, then read the guide on building loops below.

[Noisy @noisyb0y1]

She built 100+ agents for Anthropic and made $1.3M - and in 60 minutes leaked everything she knows at Stanford:

02:07 - her first agent for Anthropic brought her $1.3M
08:34 - agents replace a team of 50 engineers worth $200k a month
19:47 - one agent did overnight what the company planned for 5 years

after watching I launched my first agent - $7k in the first week and zero employees needed.

Save & watch - the article below is step by step how to build your first agent like hers.

[Isa @isssa0x]

A dead MIT professor accidentally destroyed the $20 billion executive coaching industry with one hour of lecture, and ten million people have already watched him do it.

He filmed it once in January 2018 and died eighteen months later.

Executive coaches charge fifteen thousand dollars a session to teach a third of what he covered in that one hour for free.

His name was Patrick Winston. He ran the MIT Artificial Intelligence Laboratory from 1972 to 1997 and wrote the AI textbook every computer science major in the world read for thirty years.

Every January for four decades, he gave a lecture called "How to Speak."

His entire framework fits on a napkin.

Do not read. Be in the image. Keep images simple. Eliminate clutter. Start with an empathetic connection. End with a punch line the audience can repeat over dinner. Never open with a joke. Never end with "thank you."

That last rule alone has probably cost the executive coaching industry a hundred million dollars.

"Your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas. In that order."

That is the actual opening line of the lecture. Winston believed it strongly enough to spend fifty years teaching computer scientists how to talk.

Founders spend $80,000 on an MBA and then hire a communications coach to teach them the same material Winston filmed once for free. Engineers write brilliant code and lose promotions to teammates who watched this lecture on the train.

The lecture is free on MIT OpenCourseWare. The textbook is free on his page.

Winston died in 2019. Almost none of the ten million viewers have actually implemented the four rules on the napkin.

The napkin is free. The willingness to actually use it in your next meeting is the entire edge.

[Amit @HeyAmit_]

This 45 minute Stanford lecture will teach you more about building companies than every startup book combined.

Bookmark & give it 45 minutes today, no matter what.

[codila @0xCodila]

Google just released free 2-hour course on full Graph engineering: 1 prompt → 100 agents → loops → graphs from 0% to 100%:

10% → 17:44 - build your first agent
30% → 39:30 - Loop engineering: iterate, check, break
60% → 1:12:38 - Graph engineering
75% → 1:34:26 - agents that throttle themselves
100% → 1:55:05 - full graph for multi-agentic systems

everyone builds one agent and calls it done - this is the full system where agents wire themselves into a graph

watch the course, build the graph - then read the full architecture below ↓

[CyrilXBT @cyrilXBT]

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 save the exact setup below.

One guide. One afternoon. That's all it takes.

The gap between you and the engineers winning in 2027 closes this weekend.

[Roan @RohOnChain]

Don't waste 2 years learning to become an AI agentic engineer in 2026.

Andrew Ng, the godfather of AI, gave the complete playbook to become one from scratch.

1 hour course. Free:

• 00:00 - AI agent basics
• 12:12 - AI Agentic workflows & design patterns
• 53:27 - Practical tips for building AI agents
• 1:20:30 - self-improving AI agent loops
• 1:30:19 - multi-agent AI systems

I watched it last night.

Halfway through, I realized I could get into Anthropic in weeks, not years.

Bookmark now. Watch it. Then build your own AI agent with the guide below.

[Lumen @lumenxbt]

Ten million people have watched an MIT professor accidentally destroy the executive coaching industry.

He filmed the lecture once in January 2018 and died eighteen months later.

Executive coaches charge fifteen thousand dollars a session to teach a third of what he covered in one hour for free.

His name was Patrick Winston. He ran the MIT Artificial Intelligence Laboratory from 1972 to 1997 and wrote the AI textbook every computer science major in the world read for thirty years.

Every January for four decades, he gave a lecture called "How to Speak."

His entire framework fits on a napkin.

Do not read. Be in the image. Keep images simple. Eliminate clutter. Start with an empathetic connection. End with a punch line the audience can repeat over dinner. Never open with a joke. Never end with "thank you."

That last rule alone has probably cost the executive coaching industry a hundred million dollars.

"Your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas. In that order."

That is the actual opening line of the lecture. Winston believed it strongly enough to spend fifty years teaching computer scientists how to talk.

Founders spend $80,000 on an MBA and then hire a communications coach to teach them the same material Winston filmed once for free. Engineers write brilliant code and lose promotions to teammates who watched this lecture on the train.

The lecture is free on MIT OpenCourseWare. The textbook is free on his page.

Winston died in 2019. Almost none of the ten million viewers have actually implemented the four rules on the napkin.

The napkin is free. The willingness to actually use it in your next meeting is the entire edge.

[Krishna Agrawal @Krishnasagrawal]

Instead of spending 2 hours on a movie...

Spend 1 hour watching this Anthropic Claude for Finance lecture.

It might be the most valuable free resource on quant AI available right now.

Bookmark it, make time for it today, and thank yourself later.

[Swati Gupta @hrswatigupta]

ANTHROPIC ENGINEER:

"DON'T PROMPT CLAUDE. BUILD A SYSTEM THAT PROMPTS ITSELF."

In this free workshop, he explains why most people use Claude the wrong way.

And how to turn one AI into an entire team of AI agents.

He covers:

• Proper CLAUDE.md setup
• Plugins almost nobody uses
• Advanced prompt caching (95% cache hit rate)
• Why starting every chat from scratch is a mistake
Worth more than most paid Claude courses.
Watch this and bookmark it.

[Raytar @Raytar]

OpenAI CEO, Sam Altman:

«You don't need to write prompts anymore.»

In 38 minutes, he explains how to use ChatGPT better than most people do.

He gave this lecture for Stanford students. My friend sent me the recording.

I watched it last night, realizing I was using maybe 15% of what ChatGPT can actually do.

Watch it, then read the guide below on how to build a system that prompts itself.

[Ogwang Gilbert @ogwabert]

@mikakilpelaine1 Ready

[Mike Behr @mike_behr_]

Diary of a CEO had one of the world's leading mitochondria researchers on the podcast.

He revealed some mind-blowing research on human energy & aging that 99% of people don't know...

Here are my top 8 takeaways:

[TheWomanese @TheWomanese]

No One Can Ever Control You If:)

[Bachelor of Idan @BachelorIdan]

So the outro Burna Boy used in his song Monsters You Made is from this brilliant speech 🔥

[Mastery Mindset @_masterymindset]

She literally explained how to exit poverty.

[Philosophy of Ages @PhilosophyAges]

Small habits that age you faster than smoking: