holy sh*t this is f**king gold
a GitHub free repo with 42,600 stars just gave out the entire framework to run your entire business using ai agents
9 steps to build a fully ai-native business
intent → issue → agent → runtime → execute → observe → verify → compound into a skill → rerun on cron.
save and bookmark no matter what
Andrew Ng just dropped a free 1-hour course on building agentic knowledge graphs from scratch
Watch it today, then read the article below on how to become a graph engineer.
Save and bookmark this no matter what. It'll be the most productive thing you do this week
[↓ Save this playbook before it disappear in your feed]
• 00:00 : What agentic knowledge graphs are and why agents need them
• 03:07 : How to construct your first agentic graph
• 14:00 :How multi-agent systems get architected on top of graphs
• 23:00 : How to build agentic graphs with Google's ADK
• 01:06:03 : Why graphs are the future of agentic AI
In 51 mins, Anthropic engineers just broke down how they build with Claude Code + Fable 5
01:42 : Fable 5 now one-shots entire features
17:08 : How to use Loops to write and review Code
21:24 : System Prompt of Fable 5
26:19 : How Claude writes prompts for Claude
32:56 : The most used Loop at Anthropic
41:42 : How Fable 5 one-shotting a full video editor
51 min that teaches more about Claude Code than most paid courses.
Watch it, then read my step-by-step guide on building loops below.
Eric Schmidt, ex-google CEO, said the quiet part out loud at Davos:
"if you really want to make money, it's actually easy. found an agentic AI company."
and he was specific. not a company that designs agents. one that builds an agent to actually do something.
this 30-second clip is worth more than every AI thread you've bookmarked this year.
agents. claude code. prompts. memory. skills. MCP. routines.
learn the stack and you're early to the cheapest wealth window of the decade.
Anthropic just paid millions to hire Andrej Karpathy.
The same guy in just 4 minutes exposes how most people haven't even started learning how to use AI.
His best insight: the real skill gap is the ability to build using AI.
This builder solved the skill gap and copied exact AI workflows real developers run to make $20,000/mo
Bookmark this video no matter what, and read the article below.
the secret of shipping AI products is revealed in this 1 hour lecture.
a Stanford professor broke down the complete system AI engineers use to build agents that actually work for free.
bookmark and watch today. it'll be the highest ROI thing you do this week.
then read the builder's guide below.
If you haven't set up Agents.md in Codex yet
you can just copy the homework from Andrej Karpathy.
Here's the exact setup (takes 2 minutes):
1. Go to his repo
2. Copy the 65-line Agents.md config
3. Paste it into Codex App → Global Custom Instructions
4. Done. You're already ahead of 90% of Codex users.
It's minimalist. It's effective.
Bookmark and Save it no matter. It'll be the most productive thing you will do this weekend
Jensen Huang (CEO of Nvidia):
"I will always hire the graduate who's expert in AI over the one who isn't."
He said the quiet part louder
"Every college student should graduate as an expert in AI."
Because if your job can be automated, you are going to be disrupted.
The people who learn how to use AI with 100x more speed and efficiency are the ones who will stay ahead.
And he's not talking about people who occasionally ask Codex a question.
[He means people who actually understand how these systems work.]
→How to build with them.
→How to automate workflows.
→How to turn ideas into products faster than everyone else.
I used Claude Code for 12 months.
Then I switched to Codex for 30 days.
I realised most people are barely scratching the surface of what it can actually do.
So I put together a full Builder’s Guide on how to actually master Codex in 2026.
Read it and you'll already know more than 99% of people using it every day.
Full guide in the article below.
Built my entire design agency in one afternoon.
6 AI agents. Org chart. Goals. Tickets. Budget.
This is Avid's design control centre.
No humans needed except me
I built this using Maxclaw