A friend asked me how to actually build a company that runs on AI agents.
I drew him 4 simple diagrams and this is what I told him:
For this to work, a few things have to be true.
- The humans move up to strategy, taste, and judgment while agents handle the execution.
- The whole business becomes readable to agents. Your data, SOPs, pricing, permissions, and decisions all live in one shared context layer.
- And you point it at the right work. Repetitive enough for an agent, complex enough that the incumbents never bothered. That's the goldmine.
In the old world, the company was the people. They held the knowledge, made the calls, did the work.
In this new world, the people become the creatives, the agents become the labor, and the company itself becomes the context layer.
That shared brain is the actual company now. The humans and the agents are just plugging into it.
Which means the most valuable thing you can build in 2026 is a business so well-documented that an agent can run it.
I see it everyday with @MeetLCA. I don't talk about it much publicly, but we've built a SWAT team for building AI-native orgs and AI-native products.
The moat is how legible your company is.
I drew it all out below.
Sam Altman:
"We're going to see 10-person billion-dollar companies pretty soon."
"If I were 22 right now, I'd feel like the luckiest kid in history."
Most people will read this, feel inspired for 3 minutes, and go back to what they were doing.
The ones who act will build a one-person company this weekend.
One tool. Claude Cowork. Full operation.
This is the exact playbook ↓
Claude Code creator, Boris Cherny:
"Every night I have hundreds, sometimes thousands of agents running in loops for 5, 10, 20 hours straight.
This is just how engineering is done now."
That's the shift that will define the rest of 2026.
53 minutes of pure insight from the creator of the tool every AI engineer now uses.
Watch it, then read the full guide on loops below.
Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
Loops.
Most builders are doing this wrong:
No memory file, so every loop starts from zero.
No sub-agent split, so one agent tries to do everything.
No stop condition, so loops run forever and bill you in your sleep.
Most builders are missing at least two of the three.
Watch the video first.
Then read this - everything you need to know about Loops in 2026, in one place.
Bookmark this before it gets buried.
Claude Code creator:
“100% of my code has been written by Claude since Opus 4.5.
most of my coding routine is automated by loops & dynamic workflows"
In this 40-minute video, Boris shares how to build a self-improving agentic setup from scratch.
Loops + dynamic workflows + auto mode + routines - that’s the secret.
Worth more than a $500 vibe-coding course.
Watch today, then read below to learn how to build the same workflow.
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
introducing the /competitor-analysis skill
out-ship other startups by analyzing their product, landing pages and socials
game changing for GTM teams to adjust marketing copy, customer stories, and more
New in Claude Code: Artifacts.
Interactive pages built from your session, like a PR walkthrough or a living project dashboard, shared with your team at a private link.
Available in beta on Team and Enterprise plans.
🚨 Jensen Huang, CEO of Nvidia:
"Every engineer is going to have and manage hundreds of agents."
The most valuable engineering skill of 2026 is not taught in any university.
No CS program teaches harness engineering.
No bootcamp teaches agent memory architecture.
No degree prepares you to build systems that survive production.
One builder mapped the entire thing out — free, step by step, no degree required.
This is the roadmap ↓
Bookmark this for the weekend.
🚨 Karpathy was right.
He warned that 90% of AI advice dies in 6 months
spoiler: most tools will not even survive 90 days
this guy is literally giving away the exact 2026 playbook for AI Agents.
he covers what to learn, how to build, and when to skip 👀
↓ read this today
Pick a side:
1. Openclaw vs Hermes?
2. Anthropic vs OpenAI vs Google?
3. Codex vs Claude Code?
4. Local models vs cloud models?
5. Raise VC or bootstrap?
6. Best time to be building or bad time?
7. Major layoffs incoming or job growth?
Curious your POV
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
99% of people are using Claude Fable 5 wrong.
People don't know how to work with it yet because nothing this powerful has ever existed.
I'll show you 10+ use cases and startup ideas that can only exist because Fable 5 is here in under 34 minutes.
3 things I wanted to understand about "agentic loops":
1. What are they actually?
2. Is it hype?
3. What are the real use cases?
This is the most practical, clearly explained video on "agentic loops" on the internet (thx @Rasmic)
https://t.co/BhZSTfM4uf
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
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 using Claude:
- the 14% you lose to CLAUDE.md before typing a word
- the plugins that 95% of users have never installed
- the caching setup that keeps it at 95% hit rate and almost free
- why starting every chat from zero is the slowest way to use Claude
if you've been using Claude for more than a month and never left the chat window, you've been using one project when you could be running a team of them
instead of another show tonight, watch this
make sure to bookmark it before it gets lost in your feed
full guide in the article below
The most comprehensive Hermes Desktop tutorial on the internet NOW is LIVE.
You'll learn sessions, profiles, artifacts, cost savings, and real use cases for making money and building startups with Hermes agents.
Whether you're already running Hermes or haven't started yet, this is the episode for you.
@AlexFinn says this is the moment Hermes overtakes OpenClaw. S/o to Alex for walking me through it.
"It's now the best way to use AI agents on your computer"
I do think the desktop app of Hermes looks almost like an Apple product.
Everything you need to know about Hermes Desktop App/agents in 43 minutes
This episode is 100% free. No ads. @startupideaspod
I just want to see you win on the internet. And I think Hermes can help.
Plus, It's fun thing to play with this weekend. Share this with a friend. Link below.
YT: https://t.co/O4Ih4K87SQ
Watch