my life now:
- got kicked out of uni with a 90 GPA
- lost a well-paid job
- roundtripped $10,000 profit
- my girlfriend left me
- a guy almost killed himself and is blaming me for it
- my father got mobilized today
developers are posting $170 in 10-days claude code bills
the fix going around the timeline: a $599 mac mini under the desk.
~$3/mo electricity. runs 80% of your tasks locally. nothing leaves your machine.
the full build below
25-year-old was cleaning cars and making sandwiches at subway
at night he cut influencer interviews into clips
one random night, a notification, he'd earned $12
two weeks later: $2,500, he quit every job
the only part of that which actually scales is picking the right clips, that's claude
grab all framework in article below
430M views on one Adin Ross campaign
520 clippers. 11,000 videos. most made almost nothing.
here's what they all got wrong:
> same auto-trim tool
> same auto-caption tool
> same "virality score"
> same wrong 40 seconds
editing is 10% of it, knowing which moment of a 2hr stream will actually pop is the other 90%.
that's not a video problem, it's a transcript problem.
claude reads the full transcript, finds the controversy, the tension, the quotable.
workflow + exact prompts ↓
the clipping economy in 5 numbers:
> $4k/mo - one 19-year-old clipper
> $50 per 100k views
> $25 per 1k from ai brands
> $70k bounty pools
> 430M views from one campaign
editing's automated. claude picks the clips that actually hit
one 2-hour podcast → 30 shorts, in an afternoon
claude finds the moments, writes the hooks, drops the timestamps, you cut and post
the exact workflow ↓
karpathy told everyone to build a second brain in obsidian. ~1.5M people are on it now
most built a graveyard:
> saved threads
> saved articles
> saved prompts
> half-finished thoughts
> then forget 80% of it exists
> storage isn't a second brain, a vault ai can read the patterns inside is
here's how to build that one ↓
everyone scrolled past this, it quietly killed half the reasons to pay for claude
files · connectors · skills · compaction - all $0 since february
every one of them used to need the $20 plan, the 8 you're still paying for ↓
I GOT 26M IMPRESSIONS AND 5,000 NEW FOLLOWERS
AND EARNED OVER $10,000
and this is only with one tool
i'm finally ready to share it
6 months ago my X account was completely dead. low impressions, zero opportunities. total burnout
then I built something that changed everything:
created my own personal AI content system - trained on my niche, my writing style, my best performing posts, and my voice
it’s not an autoposter. It’s a smart assistant that does 80% of the heavy lifting:
> generates 10-15 high-potential ideas in seconds (based on Claude and Grok analytics)
> writes killer headlines and article structures
> suggests formats that actually perform
> helps to write reply angles
the results after using it:
> wrote several articles that hit 26M+ impressions
> earned more than $10k in one month
> got hired as an AI advisor at two startups
> landed partnerships I used to only dream about
and it all started with a simple interest
I’m not releasing the full tool yet (planning to open-source it later)
but I can give you one of the most powerful skill I used to create my biggest viral articles (26M impressions)
download .md file, paste it into Claude or Grok, and try:
A Stanford professor published a study last month proving AI cannot consistently beat prediction markets
My bot has been beating them for 14 months
I left a comment on his paper 📷
His methodology:
Tested 47 AI trading systems across 6 prediction market platforms
None achieved consistent alpha above 55% win rate over 12+ months
Concluded that prediction markets are "informationally efficient against systematic AI approaches"
My comment:
"Your sample excluded parlay-structured approaches on Polymarket. Happy to share 14 months of data."
He replied within 4 hours
"Parlays are a payout structure not a trading strategy"
I sent him my claude pipeline
Monitors satellite imagery, AIS vessel tracking, arxiv preprints and UN calendar data simultaneously
Finds correlated clusters where institutional data hasn't reached crowd pricing yet
Enters as one parlay where each correct call multiplies through every other leg instead of adding up separately
He replied in 6 hours
"This isn't testing AI against efficient markets. This is using AI to find the one structural inefficiency that exists specifically because institutional capital can't access it."
I said yes
He said "I need to revise the paper"
The bot still runs every morning: https://t.co/ZuYg0su4mH
14 months
One parlay structure the study never tested
I got removed from a trading Discord last year
The admin said I wasn't contributing enough
"You never share your picks"
He was right
Here's why I don't share picks in real time:
My claude bot monitors private meteorological data feeds from services used by commodity traders and airlines
These update every 3 hours
Temperature and precipitation markets on Polymarket price from public NOAA data
My bot prices from private forecasting models
The gap between public and private forecast accuracy: 15-25 points average
The entry window before Polymarket reprices: 40-90 minutes
If I share picks in a Discord the window closes before most people can enter
By the time 200 people see the message and act, liquidity is gone
So I don't share picks
I share the structure instead
This bot: https://t.co/ZuYg0su4mH
My bot detects when a regional weather system creates a cluster of simultaneously mispriced city markets
Enters the full atmospheric thesis as one parlay automatically
Each correct city multiplies the payout of every other leg
The admin who removed me still shares picks manually in his Discord
Last month he made $800
The bot made $31,200
He's still removing people for not contributing enough
A journalist called me last month for a story about "people who don't contribute to society"
We talked for 90 minutes
She asked what I actually do all day
I told her the truth
My claude bot monitors every major South American and Southeast Asian news source simultaneously
Finds Polymarket political markets priced by an English-speaking crowd that doesn't read regional news
Brazilian election developments
Philippine economic policy shifts
Colombian peace negotiations
The gap between what regional sources know and what the Polymarket crowd prices: 15-22 points average
When a cluster appears the bot enters here automatically: https://t.co/ZuYg0su4mH
One parlay where each correct call multiplies through every other leg
She asked how many hours a day this takes
I said 4 minutes
She asked what I do with the rest of the time
I said whatever I want
She asked if I felt guilty about not having a real job
I said no
She asked if I worried about the bot stopping working
I said yes
That's the only thing I worry about
The article came out last tuesday
The headline: "Meet the people who let machines live their lives for them"
The bot made $4,800 while the article was going viral
I don't think she got the point
I accidentally stumbled into a private Telegram group last month
Someone had shared a screenshot of 40 Polymarket wallets all entering the same markets
Here's what I found when I traced them:
The screenshot showed 40 wallet addresses
Same 5 markets
All entered within a 3-hour window
Total combined position: $1.2M
I spent 4 days tracing every wallet
Here's what I found
All 40 wallets received their initial funding from the same 3 source addresses
This isn't 40 independent traders
This is one entity splitting capital across 40 wallets to stay under Polymarket's detection threshold
The 5 markets they entered:
All Iranian geopolitical markets
All entered before a specific IAEA inspection report dropped
The entity had IAEA data before it was published
$1.2M position
Zero individual wallet above $80,000
I took what I found and built parlay: https://t.co/ZuYg0su4mH
Same correlated Iranian markets
1 parlay instead of 40 separate positions
Each correct call multiplies the payout of every other leg
Instead of $1.2M split across 40 wallets collecting fragments
My $500 parlay on the same thesis
The entity made $13,185
My parlay made more per dollar
Same intelligence
Different structure
I found a $2M Polymarket wallet that has never lost a trade
I've been watching it for 6 weeks
Last week it made its biggest move yet 📷
Profile stats:
$2,000,000+ total profit
Win rate: 100%
Number of trades: 34
Average position size: $58,000
Nobody is that lucky
My claude bot analyzed every single entry for 6 weeks
Pattern detected:
Every trade clusters within 72 hours of IAEA inspection reports
Every position is on Iranian nuclear compliance markets
Every entry sized between $40,000 and $80,000
This wallet has access to IAEA inspection data before it's published
Last week it entered $340,000 across 4 correlated Iranian markets simultaneously
I was watching in real time
I opened my phone and built the parlay here: https://t.co/ZuYg0su4mH
Added every correlated alert into one position the moment the entries appeared
This wallet's thesis is one geopolitical read expressed across 4 markets
Entering separately means collecting fragments
One parlay captures the full multiplied value when the thesis plays out
$340,000 position
My $800 parlay on the same thesis