Mus'ab

Scientist

24

Spider

[Sue @suekhim]

AI is making kids dumber.

It should be making them geniuses.

Introducing Koji, the first AI tutor that gets kids to actually think. 👇

[Ben Cera @Bencera]

$10M run rate.

$100k -> $10M in ~3 months.

1 Founder + AI. Zero employees.

"Polsia spelled backwards is AI slop". Correct.

Here's the thing: that's the entire point of this project. Polsia aims at producing the inverse of slop.

Slop is what happens when AI ships without taste, without direction, without a human touch.

Polsia enables thousands of every day people that never thought they could start a company to become founders.

They have taste. They guide Polsia everyday to build their dream company. 15+ messages/day/DAU.

8,698 companies live. +41% WoW. The future is agentic. There's no turning back.

Everyone is a founder.

A billion people will access this new AI economy.

[GREG ISENBERG @gregisenberg]

How to build a vertical AI agent cash-flowing startup:

find painful workflow in a boring industry → talk to 10 people who do that workflow every day → map every step, every tool, every spreadsheet, every phone call →

do the workflow manually first → be the agent before you build the agent → find the edge cases that break everything → document them in obsidian as structured markdown →

set up your agent stack → hermes for the harness → obsidian vault as the knowledge base → composio for authentication across apps → build your first 1-3 skills that solve the core pain →

use claude code or codex to build the product → use agents to set up other agents → use perplexity MCP and context7 for up-to-date docs → let the agent handle the scaffolding while you focus on the workflow logic →

ship the agent to your first 5 customers for free → watch what they actually use it for → they will surprise you → the thing you built for isn't always the thing they need most →

build content around the niche → not "building in public" content → useful content → the tips, the shortcuts, the pain points that only someone who does this workflow would know → become the person for that niche →

charge per outcome not per seat → per lease renewed, per claim processed, per candidate sourced → the ROI conversation takes 10 seconds when it's tied to a result →

set up watchdogs and alerts → your agent emails you when a cron job breaks or a skill fails → the customer should never have to tell you something is broken →

connect to open router → see exact costs per model per task → use GPT 5.5 for tool calls → use open source for lightweight tasks → route the right model to the right job → watch your margins double →

let hermes write to its own memory after every task → the agent compounds → the longer it runs the better it gets → that accumulated memory becomes your moat → a competitor can clone your product but they can't clone 6 months of context →

expand the workflow → you started with one step → add the next → then the next → now you own the entire workflow end to end → you went from a tool to the operating system for that vertical →

stack the agents → one agent is a side project → five agents across five customers is a business �� each one runs in its own environment → you check in once a day →

raise only if you need capital not credibility → most agent businesses should never raise → the margins are too good to give away equity → stay lean → stay profitable → repeat

i'm rooting for you

[m0h @exploraX_]

Sam Altman, the CEO of OpenAI mentioned:

this is the best time in history for any 17-25 year old.

emphasizing how easy it is to build a business or startup with the tools available today.

in the article quoted below, I’ve documented 5 AI businesses that any 17-25 year old can venture into.

these business models are likely to remain relevant for years and could earn you as much as 6-7 figures yearly.

[Clash Report @clashreport]

Trump:

Never give up. Whatever happens, no matter where you are in life or what situation you find yourself in, keep pushing forward.

Always push forward. Never stop pushing forward.

[Aaron @IAmAaronWill]

AI systems businesses are buying right now:

→ Missed call text-back: $2k
→ Proposal auto-drafter: $3k
→ Onboarding flow builder: $3k
→ Invoice follow-up system: $2k
→ Lead qualification scorer: $3k
→ Speed-to-lead responder: $2k
→ Appointment setter agent: $4k
→ Review request sequencer: $1k

[GREG ISENBERG @gregisenberg]

The 36 BIGGEST startup opportunities right now

1. biggest b2c: solving loneliness. third spaces, community apps, IRL

2. biggest b2b: managed AI employees for businesses

3. biggest overlooked: elder tech. 70 million boomers who want products that make them happier & healthier

4. biggest mobile: action apps that do things, not apps you stare at

5. biggest trades: matching platforms for electricians, plumbers, HVAC. supply shrinking

6. biggest consumer social: small social. group chats as products, no feeds, no ai slop

7. biggest ecommerce: agents that recommend products you'll like, shop, buy for you

8. biggest creator: live shows and unscripted content

9. biggest edtech: AI tutors that adapt through conversation

10. biggest SaaS: pay-per-outcome pricing

11. biggest auto: AI service advisor for dealerships. answers the same 15 questions 24/7

12. biggest talent: training non-technical people to operate agents

13. biggest boredom: curated offline experiences delivered to your door. kits, games, challenges. anti-screen products

14. biggest spiritual: the need for belonging is exploding, new formats of spiritual get togethers

15. biggest wellness: longevity biomarkers you actively manage

16. biggest mobile: action apps that do things, not apps you stare at

17. biggest one to solve ai slop: digital verification that you're a real human. every platform will need this within 2 years

18. biggest infrastructure: agent permissions, security, audit trails

19. biggest media: AI native media companies. build distribution, sell products later.

20. biggest parenting: family ops automation. forms, scheduling, logistics

21. biggest accounting: bookkeeping agents that charge per transaction

22. biggest fashion: brand-owned resale. every brand wants to control their secondary market

23.biggest hobbies: adult learning for joy. pottery, woodworking, drawing.

24. biggest skincare: at-home diagnostics. scan, get a protocol, track progress

25. biggest agriculture: precision farming tools for small farms. enterprise version exists, family farm doesn't

26. biggest pest control: subscription pest prevention instead of reactive treatment. the model flip that lawn care already made

27. biggest regulated: on-device AI. healthcare, legal, finance open up when data stays local

28. biggest gaming: AI characters with real memory and relationships

29. biggest dating: agent-mediated matchmaking

30. biggest fitness: adaptive coaching that rewrites your program daily

31. biggest travel: autonomous trip planning and rebooking

32. biggest food: personalized nutrition based on blood work and gut biome

33. biggest pet: health monitoring. $140B industry, almost no tech

34. biggest defense: AI-native security and compliance tools

35. biggest robotics: physical AI. $30 brains on existing hardware

36. biggest nostalgia: products that feel analog. vinyl, paper, handmade. counter-positioning against AI everything

[Ben Cera @Bencera]

Building a startup anywhere other than SF is doing it on hard mode.

[Y Combinator @ycombinator]

Ardent (@ArdentAI) let's you clone any Postgres DB <6s at TB scale so coding agents can test their code and engineering teams can ship fast without fear of taking down production.

It's already being used by dozens of teams like Supermemory and Surface Labs with 10TB+ of data across customers.

Congrats on the launch, @vchennai2!

https://t.co/nxA9jhbYQn

[Jaynit Makwana @JaynitMakwana]

Plumbing will outlast coding.

Welding will outlast desk jobs.

Farming will outlast email.

Elon Musk: "Anything that isn't physically moving atoms will be eliminated like lightning by AI."

He spent 5 minutes explaining why physical work is the last to go:

The filter is simple.

"Anything that is digital, which is just someone at a computer doing something, AI is going to take over those jobs like lightning."

"Coding, anything along those lines. It's going to take over those jobs like lightning."

"Just like digital computers took over the job of people doing manual calculations. But much faster."

What survives longer?

"AI can improve the productivity of humans who build things with their hands or do things with their hands."

"Welding. Electrical work. Plumbing. Anything that's physically moving atoms."

"Cooking food. Farming. Anything that's physical. Those jobs will exist for a much longer time."

The desk jobs go first.

"There's just so many desk jobs where really what people are doing is processing email or answering the phone."

"Anything that isn't moving atoms. Anything that is not physically doing physical work."

"Those jobs will be and are being eliminated by AI at a very rapid pace."

Here's where it ends:

"Ultimately, working will be optional."

"Because you'll have robots plus AI."

"In a benign scenario, universal high income. Not just universal basic income. Universal high income."

"Meaning anyone can have any products or services that they want."

"We'd essentially eliminate poverty."

But there's a catch.

"There will be a lot of trauma and disruption along the way."

"There's a lot of ways this movie can end."

"The reason I'm so concerned about AI safety is that one of the possibilities is the Terminator scenario."

"It's not 0%."

[Mus'ab @Musab_Java]

@EbrahimAbuBakr5 But he didnt produced a durable system as his legacy, rather his strategic mistakes caused defeat in all spheres whether territorial or political

[Prompter @PromptLLM]

Absolute banging advice from Claude

[CG @cgtwts]

Sam Altman:

“If I were 22 and graduating today, I’d feel like the luckiest person ever. There’s never been a better time to start a company”

“ I think it’s now possible for a one-person company to be worth over $1 billion. You have tools that can do what used to take hundreds. you just need to learn them and have a great idea.”

[GREG ISENBERG @gregisenberg]

the gap between "i have an idea" and "i shipped a product" just got so small it's basically not a gap anymore

for anyone, anywhere

[GREG ISENBERG @gregisenberg]

The best thing ANY engineer/programmer can do right now is learn how to become a top 1% marketer

For 20 years, the engineer was the most important person in the room. They had the rarest skill. They could build the thing. Everyone else had to wait for them.

Claude Mythos and the models coming after it are ending that era

The new scarcity is the person who can look at a human being and understand exactly what they need to hear to take action. What makes someone click buy at 11pm. What makes someone tell a friend. What makes a stranger feel like a product was built specifically for them

That is a completely different muscle than writing code or architecting systems

Study why TBPN built a brand silicon valley is obsessed with. Learn why the headline is 80 cents of every dollar. Figure out why one subject line gets 40% open rates and the next one gets ignored

Most engineers have never trained this muscle. They are world class at clearly defined problems. Marketing is the opposite. Fuzzy. Emotional. Irrational.

The engineer who trains it becomes the most dangerous person in any room

The CTO/CMO combo is the most valuable human in tech right now and almost nobody has both

Computer Science school in 2026 should basically be part technical knowledge/part marketing knowledge

I really think that...

The best thing any engineer can do right now is learn how to become a top 1% marketer

[Tech Brew ☕ @techbrewmb]

Startups deploying their army of Claude agents

[Tim Ferriss @tferriss]

How to write an exceptional cold email.

@MichelleKhare

[Farza 🇵🇰🇺🇸 @FarzaTV]

Hey, I'm open-sourcing Clicky.

Go forth into the wild and build the future of education and the future of AI interfaces, my friends. I'm happy to have given a spark.

Enjoy!

https://t.co/x1gR0dib1p

[The Iced Coffee Hour @TheICHpodcast]

Grant Cardone reveals how to make $80,000/month with AI consulting👀

“I’d make $1,000,000 in year 1”

[Marc Andreessen 🇺🇸 @pmarca]

I'm calling it. AGI is already here – it's just not evenly distributed yet.