Bill Gustafson

[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.

[Swati Gupta @hrswatigupta]

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

[Rahul @sairahul1]

This is nuts.

Mark Cuban just said something every young person should hear.

AI agents are going to run through every small and mid-size business in the country.

Not a single one of those owners will know how to build them.

His advice: learn Claude. Learn agentic workflows. Just learn AI and how it works.

Then go to these businesses and help them — because they won't know how to do any of this.

They have money to spend. They have deep problems.

They don't have you.

But first you need to know how to build agents.

This is the complete course ↓

Bookmark this. This is the opportunity.

[Raytar @Raytar]

My friend makes $1.2 million a year as an Anthropic engineer.

I asked him how he learned prompting so well.

He sent me a video that was never supposed to get out. Their core team's prompting playbook.

You won’t find anything better about prompting than this video.

I watched it last night.

Halfway through, I realized I've been using Claude completely wrong for two years.

Watch it, then read the article below.

[Rahul @sairahul1]

Sam Altman:

"We're going to see 10-person billion-dollar companies pretty soon."

"If I were 22 right now, I'd feel like the luckiest kid in history."

Most people will read this, feel inspired for 3 minutes, and go back to what they were doing.

The ones who act will build a one-person company this weekend.

One tool. Claude Cowork. Full operation.

This is the exact playbook ↓

[Bill Gustafson @volley_bill]

@PGATOUR isn’t this a penalty?

[Rishabh @Rixhabh__]

An Anthropic engineer said something that completely changed how I think about Claude:

“You’re not supposed to prompt Claude. You’re supposed to build a system that prompts itself.”

Most people open Claude, type a question, get an answer, and leave.

That is using maybe 10% of what it can do.

In this walkthrough, he breaks down how advanced users actually work with Claude:

→ Why your CLAUDE.md file can have a bigger impact than the prompts you type
→ How to build multi-agent workflows with separate agents for research, execution, review, and orchestration
→ The architecture that turns Claude from a chatbot into a production system
→ The three properties every agent team needs to stay reliable as complexity grows

The most interesting idea is that you stop thinking in terms of prompts.

Instead, you design systems.

One agent gathers information.

One agent builds.

One agent critiques.

One agent coordinates everything.

The human stops managing every step and starts managing the workflow itself.

If you’ve been using Claude exclusively through the chat interface, there’s a good chance you’re missing most of the platform’s capabilities.

This is less about prompting better.

And more about building environments where the AI can do the prompting, planning, and coordination on its own.

One of the best practical AI workflow breakdowns I’ve seen recently.

Worth bookmarking.

[Rahul @sairahul1]

Claude Code's creator said something that stopped me cold:

"I don't prompt Claude anymore. I write loops — and the loops do the work. My job is to write loops."

Most developers are still crafting the perfect prompt.

The person who built the tool moved past prompting entirely.

In 30 minutes Boris reveals his actual daily Claude Code setup.

Claude Code + loops + dynamic workflows.

Worth more than any $500 vibe-coding course.

Watch it.

Then read this - everything you need to know about loops to actually apply what he says ↓

Bookmark both. This is your weekend.

[Rahul @sairahul1]

Jensen Huang, CEO of Nvidia:

"Every engineer is going to have and manage hundreds of agents."

The most valuable engineering skill of 2026 is not taught in any university.

No CS program teaches harness engineering.
No bootcamp teaches agent memory architecture.
No degree prepares you to build systems that survive production.

One builder mapped the entire thing out — free, step by step, no degree required.

This is the roadmap ↓

Bookmark this for the weekend.

[Elon Musk @elonmusk]

Vote them out

[Nick Sortor @nicksortor]

WOW! The governor of New Jersey just revealed 5 of the 6 people arrested here outside the Newark ICE facility by NJ State Police were from OUT OF STATE

Once again: NOTHING about this is organic.

NJ GOV. SHERRILL: “We know that people from outside the state have been interfering in the protests and escalating them. 5 of the 6 people arrested last night by state police were from outside New Jersey”

[Sulekha Tripathi @sulekhat95]

INSTEAD OF WATCHING AN HOUR OF NETFLIX TONIGHT.

This 60-minute Cambridge lecture by Demis Hassabis will teach you more about the future of AI than most people will learn in the next 5 years.

Bookmark it and give it an hour, no matter what.

[Rohit @heyrohitai]

🚨 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.

[Bill Gustafson @volley_bill]

https://t.co/X2tjx4aHBg

[Rahul @sairahul1]

🚨 CEO of Nvidia: "I'd hire the graduate who's expert in AI over the one who isn't. Every time"

he's not talking about people who use AI

everyone uses AI.

he's talking about people who know the stack.

agents. frameworks. tools. workflows. skills. automations

Bookmark it.

[Anatoli Kopadze @AnatoliKopadze]

the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work

I've seen $300 courses that don't cover what he shows in the first 10 minutes

CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns

all in one video and completely free

works whether you're a developer, a beginner, or someone who's been using Claude for months

based on this, I put together 18 things you can copy and use in Claude today

full guide in the article below

[Elon Musk @elonmusk]

Where will AI be in 1, 2 or 3 years?

[NBC Sports @NBCSports]

Megan Keller's goal SEALED THE DEAL for the gold! 🤩

[Josh Reynolds @JoshReynolds24]

I’m not even sure I have the words…

This is literally one of the NASTIEST moves to score a game winner & win a gold medal that you could ever dream of…

MEGAN KELLER ARE YOU KIDDING?!?! UNBELIEVABLE!!!!! SPEECHLESS!!!

US WINS GOLD!!!!!!! 🇺🇸🦅🥇