Anthropic engineer:
"90% of our engineers were already using self-improving loops
Now everyone is moving toward agentic graphs"
"Prompting is basically over"
In just 10 minutes, she builds her full Claude Code system live from a completely empty terminal
Agents → Loops → Graphs → Self-Improving Systems
Prompting was the old workflow
Graph engineering is the next one
This 10-minute breakdown is worth more than most $1,000 agent engineering courses
Watch it today
Then save the full guide below before everyone starts catching on ↓
Want to thank @TonyBakercomedy for helping me complete a vision I had for the Richer Prior Life track produced by @therealmayor3000 & @tyjamz on my album.
"We don't like to give MVP to young players, and I think we got to get rid of that mindset because Olivia Miles is your MVP in the WNBA right now."
@MedcalfByESPN gives MVP to Olivia Miles 🙌
BLACK AMERICANS KEEP TAKING TO YOUR ELDERS ABOUT YOUR LINEAGE WHEREVER YOUR FROM IN AMERICA?‼️🤔
Teach your kids about genealogy 📝 I can’t stress this enough‼️🫵🏿
Will Forte & Lana Condor share their emotions for when ‘COYOTE VS. ACME’ was originally canceled.
“I was so sad for the hundreds of artists who worked on our film for years, and I was so sad for the legacy of Looney Tunes.”
Coach Pop spoke at Don Nelson’s service today:
“Most of the stuff I ran in San Antonio, I stole from you. And I just tweaked because I had different players. And that’s the truth..
I got a little PTSD here looking around at all these people, who were opponents mostly.. it’s obviously sad for everyone that it has to be an event like this for everybody to get together, but it’s emblematic of what Nellie did for almost all of us in the room.”
#GoSpursGo #PorVida
Brandon Roy says if he could redo his NBA career, he would spend less time playing basketball and more time preparing his body to withstand it:
“The one thing that I would have changed was how I prepared. I always wanted to go and prepare as far as playing basketball.”
“I would have put more time into what a lot of younger guys do really well. Sometimes you go to the gym and you don’t hoop. You just do a lot of stretching, lifting. I would have really focused on that area of it.”
“We weren’t used to putting that much effort into something. The research and the effort that they brought to us, we weren’t into it. It was like, ‘That’s just not what we do.’”
“If you go back to the era before us, it’s like, ‘Man, all that rehab stuff, just let’s hoop.’”
“Focus on your body. Look for your body to be able to play until it’s 40. Whatever it takes, be into it. Be into nutrition. You should be able to teach strength and conditioning by the time you’re 30 years old.”
“I tried to really adapt to how their coach was going to think, what their scout was going to say about me. I should have done more of that in taking care of my body.”
“I started to do it once I had more injuries. I started to try to catch up, but by then it sometimes just feels like it’s too late. I wish I’d come in a little bit more ahead of the curve in taking care of my body.”
Greg Oden says losing basketball helped him find himself
“It is enough. Don’t get me wrong, I would love $100,000,000 in the bank account. But right now, we got a beautiful home. My daughter just graduated fourth grade. My wife’s doing her thing.”
“When I really had to assess myself, I really started realizing, and I was intentional about this when I retired, trying to figure out who I was. Everything was always about the sport.”
“But then when it was taken away from me, who am I? I didn’t even know what I liked. If I take alcohol and partying out of the equation, and basketball, I’m literally a newborn baby again. So I really sat down and figured out, what are some things that I like?”
“I had to assess myself, and I realized I was a mentor. I really like doing this. I really like talking. I really like helping the younger generation, or even helping others.”
“For the past seven years, I’ve been teaching financial literacy to athletes. I enjoy doing stuff like that.”
“Now I’m trying to get in the public speaking space because my story is not a basketball story. It’s a life story.”
“I’m fulfilled in everything that I’m doing right now, but I know there’s more to come.”
On this date in 2024, the White Sox tied the AL record for longest losing streak after dropping their 21st straight game.
Just two years later, they sit in 1st place 👏👏
A billionaire went on stage and explained in 42 minutes how the entire economy works. for free. Wall Street spent the next decade pretending nobody saw it.
he didn't sell a course. he didn't plug a fund. he stood at a whiteboard and drew three lines that explain every crash, every recovery, and every rate decision since 1929.
MBA programs charge $200,000 to teach frameworks he covered in the first 15 minutes. six of the models he drew on that board are still classified as proprietary at three major banks. he gave them away on YouTube.
the part nobody talks about: he predicted exactly what happened in 2020, two years before it played out. interest rates hitting zero, the central bank running out of tools, the money printer. he drew it on a whiteboard in 2018 like he was reading tomorrow's newspaper.
a portfolio manager at a top-five firm told me every new analyst on his desk watches this before they're allowed to open a terminal. not the CFA prep. not the internal training. this one lecture.
40 million people have seen it. almost none of them can name the three forces he draws in the first ten minutes.
it is still free.
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.