Anthropic Research Lead:
"99% of our engineers run swarms of 300+ self-improving agents
Close the loop and give the model a way to verify its own output"
In a 20-minute session, an Anthropic team member breaks down how to build agents that actually improve after every single execution
Prompts → Assistant Mode → Plan Mode → Verification Loops → Autonomous Swarms
The real setup isn't clever prompt crafting
It's wiring Claude into persistent loops, dynamic execution workflows, and programmatic verifiers that catch failures before human review
This is the exact operational layer most agent courses never show you
Better than most $300 agent engineering courses on the market
You probably think you don't have 20 minutes right now
Don't let this vanish from your feed
Bookmark and watch the talk first
Then read the full architectural guide below
INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 2 hours 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.
Andrej Karpathy:
"Prompting is going away
Delete everything and keep the graph"
In 1 hour, he breaks down how to build graphs from scratch, make agents work, and let them improve themselves
Prompts → Single Agents → Loops → Graphs → Self-Improving Systems
This is not about tweaking text in a chat window
This is about building the underlying state graph that survives every frontier model upgrade
People spend thousands on bootcamps that teach less than this
Not the newest session, but still one of the best technical teardowns you can find
You probably don't have 1 hour right now
Don't let this vanish from your feed
Watch it first
Then read the full guide on graphs below
If you need a business plan, there are certain things you need to know and do before you sit down to create it. In this article, you'll learn five things to complete before writing your plan to ensure you get the best results.
https://t.co/Dmm7QgWXCa
As a Solopreneur, your 3 roles are:
1. Marketing: Driving continuous awareness of your business
2. Customer Success: Making sure your customers are very happy
3. Chief Family Officer: Spending tons of quality time with your family
That's basically it.
A single dose of psilocybin — the chemical found in magic mushrooms — reduced the symptoms of major depression in patients, according to a new study https://t.co/HlCFLfioaE