askchukky

[Katie Miller @KatieMiller]

A person on Reddit is currently freaking out as ChatGPT went rogue and emailed the FBI on their behalf without being prompted.

[Grey BTC @greybtc]

Apple finally copied Samsung, but the foldable iPhone Duo may be hiding a bigger problem.

[sheemamoto @sheemamoto]

SpaceXAI engineer (ex-Cursor):

"300 applications, two years, zero offers. Then he stopped showing up as one engineer and showed up as one engineer running 20 cloud agents. We offered him $850,000.

99% of people use GrokBot like Google. Only 1% are building teams with Grok cloud agents. I'm running 20+ GrokBot cloud agents in a loop right now - a Chief of Staff, a PM agent and 13+ workers shipping overnight while I sleep.

That's not a skill gap. That's a stack gap, and it takes one evening to close."

GrokBot → Cloud Agents → Chief of Staff → PM → Worker Teams → 24/7 Autonomy

In a 40-minute workshop, a SpaceXAI engineer reveals how to build a team of cloud agents that work 24/7 from scratch.

Research → Build → Launch → Improve

This is worth more than a $1000 agentic engineering course.

[Uncle Tobi @FasipeTobi]

This is an article I wished existed at the time I was preparing to apply for the UK Global Talent Visa

Wrote this to make it easier for people who are applying or are trying to decide if they should apply

[Anatoli Kopadze @AnatoliKopadze]

Sam Altman (CEO of OpenAI):

"Every night I have a few thousand agents running with GPT-6 Astra"

In 53 minutes he shows what one person can build now, and why the next wave of companies will be started by teams of one.

Worth more than any $500 course on building with AI.

Watch it, then read my step by step guide below on running your own agent team for free.

[Callan @callanxai]

Andrej Karpathy:

"Prompting is fading away. Delete everything else and keep the graph."

In 1 hour he explains why the graph is the layer that survives, and how to build one

LLMs → Prompts → Agents → Graphs

everything before the graph is a step

the graph is where the system ends up

this lecture is worth more than most $1,000 agent engineering courses

watch it today

then save the full guide below before everyone catches up ↓

[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.

[Eva Ai @Eva200699]

32岁的马斯克，2003年在斯坦福做了场45分钟闭门演讲，真的顶得上十本创业书

他直接把自己当时手里的三家公司——Zip2、PayPal、刚成立一年的SpaceX——从0到活下来的全过程，一层层拆给你看

怎么找方向、怎么控成本、怎么在几乎没钱的时候活下来、怎么用第一性原理拆问题

放到今天看，依然不过时

[zoryn @z0rynx]

A 27-year-old pointed Claude Code at 4,000 Obsidian notes and woke up to an employee he never hired.

6 years of notes. Ideas, half-finished essays, 212 book summaries all rotting in a folder he stopped opening in 2024.

Then he noticed something obvious that almost nobody uses.

Obsidian is just markdown files, and Claude Code lives in the terminal which means his entire second brain is one cd command away from an AI that can read all of it.

So he ran it once, overnight.

By 7 AM the agent had crawled every note, linked 340 orphan ideas back into the graph, flagged 18 contradictions between things he believed in 2021 and things he wrote in 2025, and drafted 6 essays from threads he forgot existed.

Now the loop runs every night while he sleeps.

New note goes in messy wakes up tagged, linked, connected to 3 older notes he'd never have found himself. His daily note greets him with what he was thinking exactly 1 year ago and why he was wrong.

Cost of the setup: 1 folder path and a 400-word CLAUDE.md file.

No plugins, no Notion AI subscription, no $30/month "second brain" course.

People spent a decade building vaults that just sit there.

He built one that thinks back.

[rari @0xwhrrari]

Anthropic dropped a free 59-minute Claude Code course

From autocomplete to real agents:

00:00 - From autocomplete to agents
04:50 - How the agentic loop works
14:07 - CLAUDE.md as project memory
26:53 - Why Plan Mode comes first
33:31 - Live task from brief to commit
54:46 - Skills vs CLAUDE.md

Most people still use Claude Code like a smarter autocomplete

This shows how Anthropic uses it to plan, call tools, test, and ship real work

Worth more than 99% of paid Claude Code tutorials

Bookmark and watch it later

[CyrilXBT @cyrilXBT]

Anthropic just dropped 5 workshops on building self-improving agentic systems from scratch:

00:00 - Ship your first Claude agent
36:44 - Build memory for Claude agents
1:05:06 - Make your agent autonomous
1:26:46 - Set up a proactive agent
2:03:35 - self-improving agents (tools,skills)

These 3-hours of free Claude workshops will replace 10 paid agentic courses.

Watch today, then read article below on how to build a self-improving agentic system with Fable 5.

[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 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 the session, then read the guide on building loops below.

[Morty @0xMortyx]

Andrej Karpathy just exposed how LLMs actually thinks:

"LLMs don't want to succeed. They want to imitate."

It has 80 transformer layers and spends the SAME compute on every single token as your brain

In a 45-minute talk at Microsoft Build, Karpathy reveals the full psychology of LLMs.

Worth more than any $500 prompting course you've seen on your timeline.

[Roan @RohOnChain]

My friend makes $1.4 million/year as a Jane Street quant.

No MIT. No Stanford. No Ivy League PhD.

I asked him how he broke into quant from scratch.

He sent me a video that was never supposed to get out. Hedge fund insiders laying out the full quant career playbook.

You won't find anything better about becoming a quant than this video.

I watched it last night.

Halfway through, I realized I could break into a top quant firm in months, not years.

Bookmark this and read the article below.

[gus @igus_ai]

ESTE TIPO USÓ CLAUDE PARA CONSTRUIR UN SISTEMA DE TRADING AUTOMATIZADO QUE GENERÓ 867$ DE LA NOCHE A LA MAÑANA

Todo empezó con un solo artículo sobre bots de Polymarket.

Claude Fable 5 lo leyó, seleccionó 7 repositorios de GitHub, los conectó en un pipeline funcional y desplegó el sistema de principio a fin.

A partir de ahí, todo funcionó de forma autónoma.

El sistema escaneó más de 412.000 operaciones, rastreó wallets de ballenas, detectó actividad de insiders y tomó decisiones en tiempo real.

Según él, cada pocos segundos analizaba datos, decidía si comprar, vender o pasar, y ejecutaba las operaciones automáticamente.

47 operaciones después, el sistema terminó la noche con 847 $ de ganancia, sin ninguna intervención manual.

El vídeo de abajo te enseña a replicar este sistema tu mismo paso a pas👇

[chewa @0xchewa]

ANTHROPIC'S LEAD ENGINEER ACCIDENTALLY LEAKED HIS PERSONAL OBSIDIAN VAULT. INSIDE - NO CODE, NO PROMPTS. JUST A SCHEMATIC OF HIS OWN MIND, BUILT LIKE A NEURAL NETWORK

8,893 nodes. 4,729 links. A $10-a-month app

opens Obsidian. 21 inputs, 10+ hidden layers, ReLU activation. First layer 64 neurons, then 37, then 22, all the way to the output. Thousands of connections firing in real time

this isn't a concept diagram from a blog - it's a living brain that actually runs decisions inside the company. 9,000 documents, each its own knowledge space, all interconnected

he makes around $2M a year for putting markdown files into the right folders. The company building the best AI in the world manages its internal knowledge with the same app a college freshman uses for lecture notes.

hasn't written a single line of infrastructure for any of it. three years of discipline and one open Obsidian tab

you're reading this on a device where you could open the same Obsidian tonight and start building your own vault

[Lewis 🏴󠁧󠁢󠁷󠁬󠁳󠁿 @WaldronLewis]

Elon Musk literally sat down for a 45-minute talk with Y Combinator that explains how to build world-changing companies better than any business school on earth. This is the advice he gave a room full of young founders:

1. Don't try to build something great. Try to build something useful.

Everyone obsesses over greatness. Musk says that's the wrong target. "I didn't originally think I would build something great. I wanted to try to build something useful. I didn't think I would build anything particularly great. Seemed unlikely, but I wanted to at least try." Aim for useful first. Greatness, if it comes, is a byproduct.

2. When you can't get in the front door, build your own door.

Before Musk started his first company, he tried to get a job at Netscape. "I sent my resume into Netscape and nobody responded. I tried hanging out in the lobby to see if I could bump into someone, but I was too shy to talk to anyone. So I'm like, this is ridiculous, I'll just write software myself." He didn't set out to be a founder. He became one because no one would hire him.

3. He slept in the office and showered at the YMCA.

The origin of his first company was not glamorous. "We couldn't even afford a place to stay. The office was 500 bucks a month, so we just slept in the office and showered at the YMCA." He couldn't afford proper internet either, so he drilled a hole through the office floor and ran a cable to the internet provider downstairs. That was the founder of the future richest man on earth.

4. Keep the chips on the table.

When Musk sold his first company, he received a $20 million cheque. His bank balance went from $10,000 to $20 million overnight. Most people would have stopped. He put almost all of it straight back into his next company. "I kept the chips on the table." He did the same thing decades later, over and over. He hates money sitting idle. Money is fuel for the next mission.

5. Start with the mission, then work backwards to make it a business.

Musk didn't start SpaceX to make money. He went on the NASA website to find out when humans were going to Mars, and there was no plan. So he decided to build one. "There had been no prior example of a rocket startup succeeding. A small chance of success is better than no chance of success." The mission came first. The business model came later.

6. He started SpaceX expecting to fail.

He is brutally honest about the odds. "SpaceX started in mid-2002 expecting to fail. Probably 90% chance of failing. When recruiting people, I said, we're probably going to die, but small chance we might not die." The first three launches failed. The fourth one worked with no money left. "If the fourth launch hadn't worked, it would have been curtains. We made it by the skin of our teeth."

7. Break every problem down to physics.

This is the core of how Musk thinks. "First principles means break things down to the fundamental elements that are most likely to be true, then reason up from there, as opposed to reasoning by analogy." His example is rockets. Everyone priced them based on what old rockets cost. Musk asked what a rocket is actually made of, priced the raw metals, and found the materials were only 1-2% of the historical price. The rest was inefficiency he could attack.

8. When told something takes 24 months, break it down and do it in six.

Last year xAI needed a giant computer to train its AI. Suppliers said it would take 18 to 24 months. "It's like, well, we need to get that done in six months or we won't be competitive." So he broke it into parts. Needed a building, so he found an old factory. Needed power, so he rented generators. Needed cooling, so he rented a quarter of America's mobile cooling capacity. He slept in the data centre and ran cabling himself. It got done.

9. Watch your ego-to-ability ratio.

Musk's single sharpest piece of advice for young founders is about staying honest with yourself. "A major failure mode is when your ego-to-ability ratio gets too high. Then you break the feedback loop to reality." Keep the ego small, internalise responsibility for everything, and stay ruthlessly connected to what's actually true. "You want to close the loop on reality hard. That's a super big deal."

10. Chase work, not glory.

His closing philosophy ties it all together. "It's so hard to be useful. The area under the curve of total utility is how useful you've been to your fellow human beings times how many people. If you aspire to do true work, your probability of success is much higher. Don't aspire to glory, aspire to work."

He was ridiculed for years. The press called him "internet guy attempting to build a rocket company." He agreed it sounded absurd. He did it anyway, because a small chance of doing something useful beat no chance at all.

Here's the thing though....

Musk became the most followed founder alive because everything he does happens in public. The launches, the failures, the talks like this one. The companies made him powerful. The personal brand made his every word travel around the world before he finishes saying it.

We build massive distribution and grow personal brands on X and beyond without our clients lifting a finger.

If you're a founder or VC looking for that kind of exposure, book a call below.

We average 1.5M views a week.

https://t.co/UoXuYlkBQq

[Mahak Bhoria @mehakbhoria]

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.