Andrew Ng just released a 1-hour course on building multi-agent systems from scratch:
• 00:00 - Introduction to agentic AI
• 03:07 - Building your first graph from scratch
• 14:00 - Connecting tools, memory, and context
• 23:00 - Building with Google ADK
• 01:06:03 - Why graphs are the future
In 1-hour he shows exactly how to build an agentic knowledge Graphs that improves itself.
Most people are still doing all of this by hand.
Watch the session, then save the guide below.
This 1-hour Stanford lecture on Markov Decision Processes will teach you more about the math behind systematic trading than a 3-month internship at Jane Street or JPMorgan.
Bookmark & give it an hour today, no matter what.
Don't waste 2 years learning to code.
The man who built Claude Code tells you what to learn instead.
82 minutes. Free:
24:03 - Anthropic's real engineering rules
27:44 - $100k+/month on Claude
40:42 - What to learn instead of coding
Writing code is the old job. Building loops is the new one.
Watch it. Then build your own loop with the guide below.
Grok 4.5 might be the BEST model to run inside Hermes or OpenClaw RIGHT NOW.
I've been sleeping on Grok to be honestNot anymore.
It's more than 60% cheaper than Opus 4.8 and lands around $2.49 per task versus ~$12 for Fable in Claude Code. And it's fast.
So what happens when you give Hermes + Grok 4.5 its own email, its own phone number, its own debit card, and access to every tool you use?
You pretty much get an AI co-founder.
Everything you need to know about Grok 4.5 + Hermes below.
Full episode is available to watch at @startupideaspod ( thanks @nickvasiles for coming on)
I slept on Grok. Not sleeping on it anymore.
Watch
Anthropic just released a 4-hour course to getting a $500k AI engineering job:
00:15 - The right way to prompt Claude
33:21 - What makes Claude act dumber on your code
01:33:39 - How Anthropic use Claude every day
02:50:56 - The fix that makes Claude way smarter
This 4-hour Anthropic free course replaces about 10 paid engineering courses.
Watch it today, then read the step-by-step guide on building loops below.
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
GOOGLE CEO SUNDAR PICHAI: "IF YOU DON'T LEARN HOW TO ORCHESTRATE AGENTS NOW, YOU'LL SPEND 2027 CATCHING UP TO PEOPLE WHO STARTED TODAY."
30 minutes on why the best engineers stopped writing code line by line and started orchestrating agents instead.
Most people think building an agent requires an engineering degree.
It doesn't.
It requires one guide and one afternoon.
Watch the interview.
One guide. One afternoon. That's all it takes.
🚨 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 the session
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture, which will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.