Claude Code creator, Boris Cherny:
"Going from agents to loops is as big a jump as going from code to agents."
40 minutes of the head of Claude Code showing exactly how he works now.
Loops running his code reviews, his maintenance, his fixes, on their own.
Watch it, then read the full breakdown of loops below.
Claude Code creator:
"At Anthropic, 90% of our engineers are running agents with self-improving loops.
in 3-6 months, everyone will be running /loops - this is the future of engineering"
in a 1-hour podcast, Boris Cherny reveals the best tips for building Claude Code automations.
Claude + loops + routines + dynamic workflows - that’s the secret.
Watch the talk, then read how to apply and build the same setup in the article below.
Monica Lam (Stanford Professor):
"AI writes shallow reports for one reason, you ask it ONE question. Our method asks dozens, like a journalist, and the same chatbot starts writing articles 25% better organized than top AI."
paper presented at a leading AI research conference, her Stanford lab (OVAL) unveiled STORM - a method already used by 70,000+ people to generate Wikipedia-grade, fully-cited articles on topics it has never seen.
the secret formula: 6–8 expert perspectives + cited expert interviews + ruthless outline + grounded section-by-section writing + blind-spot red team = a report you can actually trust.
watch the full breakdown to copy all 5 prompts into Claude.
save this post so the formula is ready when you need it.
Anthropic engineer:
"you're not supposed to prompt Claude. you're supposed to build a system that prompts itself [loops]."
this is one of the best workflows I've seen in a long time
in this video he breaks down exactly how most people are building loops wrong:
- the memory file you never set up, so every loop starts from zero
- the sub-agents that 95% of builders have never split apart
- the stop condition setup that keeps loops from running forever and billing you in your sleep
- why writing one prompt a day is the slowest way to use Claude
if you've been using Claude for more than a month and still typing every task by hand, you've been running one prompt when you could be running a system of loops
instead of another prompt tonight, watch this
make sure to bookmark it before it gets buried
full guide in the article below
Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.
Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.
Bookmark this & give it 2 hours today. It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.
/goal is f*cking insane.
You can literally turn your AI agents into 24/7 employees that work for HOURS with zero manual intervention.
This has to be the most powerful AI feature release of the month.
If you try one thing in AI this week, make it this.
INSTEAD OF WATCHING AN HOUR OF NETFLIX.
This 60-minute MIT lecture by Steve jobs will teach you more about building companies than every startup book you've read combined.
Bookmark it and give it an hour, no matter what.
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.
Republican Rick Scott:
"Democrats want President Trump, Republicans murdered all across this country."
Let me correct you:
A single registered independent wanted to hurt Republicans. Oh and Trump helped murder 150 school children 3 weeks ago.
Pancreatic cancer mRNA vaccine shows lasting results in an early trial. Scientists caution that more research is needed, but nearly all of the patients who responded to the personalized vaccine are still alive six years later.
https://t.co/13GBL8ujOV
BREAKING: I can confirm with 99% confidence that the reason Melania Trump came out yesterday with her Epstein Statement is because of information possessed by a former friend, and Epstein survivor, Brazilian Model Amanda Ungaro.
Ungaro was also the partner of Trump admin official Paolo Zampolli, who she alleges had her deported. They have a son together. Paolo Zampolli also claims to have introduced Trump to Melania.
Amanda is a victim of Epstein's and was brought to the US from Paris by her modeling agent Jean-Luc Brunel when was 17. She had a 20 year friendship with Melania.
Remember her name. You will be hearing so much about her in the coming weeks that Trump will likely Nuke Iran over it.