ANTHROPIC ENGINEER DROPPED A 14-MINUTE GUIDE.
This is the fastest way to understand how real agents are built.
Bookmark this for the weekend.
14 minutes.
Real architecture.
No fluff.
What actually works.
Agents → Structure → Tools → Execution → Systems → Money
This is INSANE, Anthropic ran its marketing with basically one person.
Austin lau, a non-technical growth lead, was running paid search, paid social, email, and seo solo.
Here’s the workflow:
> export ad CSVs into Claude Code
> AI flags underperforming ads
> agents generate new headlines + descriptions
> Figma auto-swaps copy across 100 ad templates
> MCP server pulls live Meta data
The results:
> ad creation went from 2 hours to 15 minutes.
> total marketing output grew 10×.
> conversion rates landed 41% above industry average.
One person doing what used to take an entire marketing team.
This 600-year-old painting is one of the most mysterious in history.
That mirror at the back is just 3 inches wide — yet it reflects the entire room in immense detail.
Look closer at it and you'll realize nothing is as it seems… (thread) 🧵
I became a millionaire at 35.
Not because I was smart or the hardest worker.
I became a millionaire because I broke society's rules.
Here are 9 of society's rules you need to break:
@stcpay_ksa The absolutely worst application ever and ever worse client servicing department. I send money but it never reaches. I contact support who are the rudest people on earth and all they do is copy paste a template message. What a joke this app. They’re not even returning my money