This video will make you an expert loop engineer in 21 minutes.
Prompting is dead. You need to be running loops.
0:51 Understanding LLMs
3:41 wtf is a loop?
6:17 Two kinds of loops
8:54 /goal versus /loop
10:44 Website audit demo
13:27 Real loop workflow ideas
19:11 Scheduling loops
My friend applied to 250 tech jobs in two years. No MIT. No Stanford.
Last month Anthropic offered him $750,000.
I asked him how he broke in from zero.
He sent me the exact video that got him in. Anthropic's 2-hour course on how to become an AI engineer in 2026.
Thariq Shihipar shows you exactly how to build AI agents from scratch.
I watched it last night.
Halfway through, I realized I could break into an AI lab in months, not years.
Bookmark this and read the article below.
⢠00:00 - AI agent harness
⢠23:44 - building AI agent loops
⢠56:39 - AI agent context engineering
⢠1:33:34 - AI agent deterministic hooks
⢠1:50:31 - Anthropic SWE interview process
One guy built Kimi K3 alone and made over $10,000,000 in a single month. Then he went on stage and told everyone exactly how he did it. Almost nobody pressed play.
The talk sits on YouTube, one engineer walking through the machinery under Kimi, the open models that quietly closed China's six-month gap to zero.
Minute 5 kills the data wall, he shows how a new optimizer turns 50 trillion tokens into the equivalent of 100 trillion, calls it "almost like magic," and means it.
Minute 17 is the part US labs would never publish, a linear attention design that beats full attention across short and long context while staying cheap at a million tokens.
Minute 23 is the swarm, reward functions for orchestrating up to 1,000 agents in parallel, including a term that catches sub-agents faking work they never finished.
Minute 25 he puts up a training curve, 30 trillion tokens with not a single loss spike, and calls it the most beautiful curve of his life.
Consultants charge $500 an hour to guess at this. The primary source is free and timestamped.
Everyone's arguing about the model. The blueprint has almost no views.
RFK Jr: "The Pandemics are coming from labs. ALL OF THEM... Lyme, COVID, RSV, HIV & Spanish Flu came out of a vaccine lab."
"Vaccine research has created the worst plagues in our history."
BREAKING đ¨: RFK recently went on a podcast with Mike Tyson where he explained that the CIA killed his father when he was running for President in 1968
Youtube just deleted this entire interview off its platform
You know what to do now with this clip
This YouTuber Spends $1,000 a Day on AI. Then He Switched to Kimi K3 and Did the Same Work for $63
he spends over $1,000 a day on AI tokens.
then he tried kimi k3 and finished the same workload for just $63.
his terminal froze on camera after spawning too many agents. he force-quit it, skipped a live event, and kept testing.
kimi k3 is chinaâs new 2.8T parameter model, with open weights arriving july 27.
in a 41-minute breakdown, he gives it his production codebase and barely a paragraph of instructions.
it autonomously completes 122 tasks before he touches the keyboard again.
then around minute 37, it does something he says heâs never seen from any model before.
it reorganizes his entire to-do list on its own, better than even anthropicâs flagship models in his experience.
the security audit is the most surprising part.
while most frontier models refuse that request, kimi k3 launches 25 verification agents to inspect the code instead.
he started the video bored of open-weight models.
he ended it calling kimi k3 frontier class.
running the full model yourself would cost around $2.6 million.
watching it outperform expectations costs nothing.
NVIDIA CEO, Jensen Huang:
"Nobody writes prompts anymore. The new job is to write and handle loops."
This is the shift that's going to define the rest of 2026.
53 minutes of pure insight from one of the richest men on earth.
Watch it, then read the full guide on how to actually use loops below.
Met a guy making $1.2 million a year as a prompt engineer.
I asked him how he learned prompting so well.
He sent me the exact video that that got him in. Anthropic's 2 hour prompting course.
You won't find anything better about prompting Claude than this video.
I watched it last night.
Halfway through, I realized I have been prompting Claude completely wrong for years.
Bookmark this and read the article below.
⢠00:00 - the prompting playbook
⢠33:30 - prompting class 1
⢠1:01:16 - prompting class 2
⢠1:26:10 - prompting class 3
đ¨ JUST IN: President Trump takes huge VICTORY LAP after the climate change "experts" at the United Nations announce they were WRONG
"GOOD RIDDANCE! After 15 years of Dumocrats promising that âClimate Changeâ is going to destroy the Planet, the United Nations TOP Climate Committee just admitted that its own projections (RCP8.5) were WRONG! WRONG! WRONG!"
"For far too long Climate Activism has been used by Dumocrats to scare Americans, push horrible Energy Polices, and fund BILLIONS into their bogus research programs."
"Unlike the Dumocrats, who use Climate Alarmism nonsense to push their GREEN NEW SCAM, my Administration will always be based on TRUTH, SCIENCE, and FACT! President DONALD J. TRUMP"
This was one huge FRAUD.
Never fund the green scams again! đĽ
A new Federal Reserve paper concludes that the surge in illegal immigration during the Biden administration contributed to higher housing costs, estimating roughly a 30% increase in home prices and a 20% increase in rents.
When demand rises faster than housing can be built, everyday Americans end up paying the price.
đ¨ HOLY CRAP! In a massive scandal, the Federal Reserve has quietly admitted that Biden's illegal alien invasion SURGED home prices by +30%, directly harming US citizens' affordability
This comes as President Trump has BLOCKED taxpayer mortgages and housing assistance to illegals
THE BETRAYAL OF OUR LIFETIMES!!
+30% in home prices?! The media should be talking about this 24/7!
Anthropic Managed Agents Lead:
"At Anthropic, >90% of our engineers are building with self-improving loops. In 4-6 months, it will be 100%.
my agentic loops can run for hours without spending hundreds of dollars."
in this 40-minute podcast, an Anthropic team lead reveals how to build effective agents from scratch.
Agent â harness â loops â memory = modern agent
This one video will replace 10 paid courses on vibe-coding.
Watch it today, then explore the same setup in the article below.
Real estate investor with a $500M portfolio explains why he believes you can get houses for âfreeâ right now
Q: âHow much real estate do you have?â
Pace Morby: âAbout $500,000,000.â
Q: âAnd how much debt do you have?â
Pace Morby: âProbably about $400,000,000. Between $350,000,000 and $400,000,000.â
âRight now is the number one time in history where you can get free RV parks, free car washes, and free houses.â
âSellers are in distress. They canât get rid of their property because the market wonât absorb it.â
âIâve got an agent with a seller who canât get out of their house.â
âThey lost their job, and they canât make next monthâs mortgage.â
âSo I take over the mortgageâŚâ
ââŚthen I hand the house over on a sublease to a government-paid program called Oxford House.â
âThey pay the mortgage plus $2,000 a month on a house I didnât have to qualify for.â
đ¨ I TOLD YOU THIS WOULD HAPPEN AND ITâS PLAYING OUT PERFECTLY
This is only the start for $SPCX. Hereâs my full roadmap for whatâs coming next
$150 â $225 â $150 - DONE
$150 â $134 â $117
$117 â $85 â $91
$90 â $160 â $250
Keep in mind: Iâve called every major market top and bottom for over 10 YEARS.
I was one of the only people who called the top in October, and Iâll do it again.
Thatâs literally my job.
If you still havenât followed me, youâll regret it.
Here is:
The missing half of the U.S. national debt has been identified.
The Federal Reserve CONFIRMS: The U.S. Congress has built the single largest racket empire on the planet:
U.S. NGOs have combined assets totaling $14.2 trillion of your tax money.
âIndiaâs and Japanâs GDPs are each just over $4 trillion, Germanyâs is $5 trillion, and together they total about $13.5 trillion. Guess what? The combined assets of U.S. NGOs equal $14.2 trillion of your tax moneyâand that of your children, grandchildren, and great-great-great-great-grandchildren.â
In other words, the root of all corruption⌠the racketâU.S. Congress has racketed half the U.S. national debt to the planetâs most profitable organizations,
Chase will hand you $250,000 at 0% interest tomorrow morning
They gave you $8,000 at 22% instead
The $250,000 product is on the same website. Same login. One tab over. Your loan officer makes $0 commission on it so he showed you the $8,000 card and prayed you'd never click the other tab
They have two products. One costs you $0. The other costs you $108,960
Here's exactly how to walk in and take the one they're hiding from you
STEP 1: THE 15-MINUTE SETUP
LLC: your state's Secretary of State website. File online. Any name. $50-$200. Takes 10 minutes
EIN: irs dot gov. Free. 5 minutes. Instant
That's it. You now have a legal business entity that can apply for business credit. The LLC doesn't need revenue. Doesn't need employees. Doesn't need a product. Doesn't need a website. Doesn't need to have made a single dollar
STEP 2: THE BAIT
Open a business checking account at Chase. Walk in with your LLC docs and EIN. Deposit $500
The $500 is bait. Chase's algorithm gives existing banking customers 30-60% higher credit limits. A cold applicant with a 720 score gets $20K on a business card. An existing checking customer with the same 720 gets $35K-$50K. Because you parked $500 there for 30 days
Do the same at Bank of America, Wells Fargo, and US Bank. $500 at each. Total bait money: $2,000 across 4 banks. You get it all back after the cards are approved
Wait 30 days. Run transactions through the accounts. Deposit income. Pay bills. Move money around. You're building "account activity" which is the trust signal their algorithms watch
STEP 3: THE MORNING (day 30)
Every bank pulls a different credit bureau. Chase pulls Experian. Capital One pulls TransUnion. They can't see each other's applications if you go in the right order. Apply randomly and bank #3 sees 2 fresh inquiries and flags you as desperate. Denied. Apply in bureau sequence and every bank sees a clean file
9:00 AM - Chase Ink Business Unlimited
They pull Experian. You have checking there. Algorithm sees existing customer + clean credit. Expected: $25,000-$55,000 at 0% for 12 months
9:07 AM - Amex Blue Business Plus
If you have ANY Amex card already (even personal), they soft pull. No hard inquiry touches any bureau. Expected: $15,000-$50,000 at 0% for 12 months
9:15 AM - Capital One Spark Cash
TransUnion pull. Chase hit Experian. Capital One can't see it. Clean file. Expected: $10,000-$30,000
9:22 AM - US Bank Triple Cash Rewards
Different bureau. Expected: $10,000-$25,000 at 0% for 15 months. Longest 0% window in the market right now
9:30 AM - Wells Fargo Signify Business Cash
You have checking here too. Relationship bonus. Expected: $15,000-$30,000
Conservative total at 720+ score: $150,000-$250,000
With 760+ and banking relationships: $200,000-$320,000
All at 0% for 12-15 months
None of it on your personal credit report
No tax returns. No proven revenue. Approved same day
The same score that got you $8,000 at 22% on a personal card just got you $250,000 at 0% on a business card. Same bank. Same morning. Different door
STEP 4: TURNING CREDIT INTO CASH
Credit cards give you a line, not liquid cash. To deploy it:
Trykashu. 6.5% fee. Cash lands in your business checking in 72 hours
$200K stack = $13,000 in fees = $187,000 cash in your account
"$13K in fees sounds like a lot"
Your personal credit card at 22% on a $30K balance costs you $6,600 EVERY YEAR in interest. Forever. Until you pay it off. $13K one time for $187K in cash at 0% is the cheapest capital in America
STEP 5: WHAT PEOPLE DO WITH FREE MONEY
$200K into ad spend at 3x return = $600K revenue. Cards paid off month 5 from cash flow
$200K into rental properties. 3 houses cash in markets where homes cost less than a Honda Civic. Cleveland. Indianapolis. Memphis. Combined rent: $3,200/month. Refinance at month 8 with a DSCR loan (doesn't check your income, just checks if rent covers the payment). Pull cash out. Pay all cards to $0. Keep the houses. Keep the rent. Repeat
$200K into inventory. 40% margin on $500K in product sold over 6 months. Cards paid from revenue
$200K lent to house flippers at 14% interest. You become the bank. Chase charges you 0%. You charge them 14%. The spread is your salary
HOW TO HIT $500K
Spouse, business partner, or anyone with a 700+ score forms their own LLC with their own EIN. Opens their own checking accounts. Runs the same sequence under their own SSN
Person A: $200K-$250K
Person B: $190K-$250K
Combined: $400K-$500K at 0%
The banks don't cross-reference because the applications ARE independent. Two people. Two entities. Two separate underwriting decisions. Same way Apple runs 200+ subsidiaries and each one has its own banking relationships
"MY CREDIT IS BELOW 700"
Then fix it first. Takes 90 days. Not 7 years. 90 days
Day 1: Freeze the shadow bureaus BEFORE you dispute anything. This is the move credit repair companies charge $2,000 for. Takes 25 minutes. Costs $0
LexisNexis: consumer dot risk dot lexisnexis dot com/freeze
SageStream: sagestream dot com/freeze
Innovis: innovis dot com/freeze
ARS: aborfreeze dot com
ChexSystems: chexsystems dot com/freeze
These 5 databases are the snitches. When you dispute an account with Experian, Experian doesn't actually investigate. They ping these shadow databases and ask "is this real?" If LexisNexis says yes, Experian marks it "verified" and your dispute dies
Freeze them. Now Experian pings LexisNexis and gets "unable to verify." FCRA Section 611: if the bureau can't verify in 30 days, they MUST delete. Legally. No choice
Without shadow freezes: 40-50% deletion rate
With shadow freezes: 70-85% deletion rate
Day 4-7: Dispute EVERY negative item. Not the online portal. Online disputes go to an overseas center that auto-verifies everything. Certified mail. Return receipt
The letter: "I dispute this account. Please provide the method of verification used, the name and contact of the person who verified, and all documentation used in verification per FCRA Section 611(a)(6)(B)(iii)"
One letter per account per bureau. 15 negatives x 3 bureaus = 45 letters at $5 each = $225
$225 to potentially delete five figures in debt from your file
Day 30: First results. Shadow bureaus frozen + creditors can't produce documents they sold 3 years ago = 50-70% of items deleted
Day 31-45: Survivors get the 605(b) method. This is the escalation that makes bureaus panic
FCRA Section 605(b) requires bureaus to follow specific reinvestigation procedures. Their "verification" system is a joke called eOSCAR. They send a 2-digit code to the creditor. Creditor checks a box marked "yes." Bureau marks it "verified." That checkbox is not what the law requires
Round 2 letter: "Your previous investigation failed to comply with FCRA Section 611(a)(6)(B)(iii). You provided no method of verification, no verifier name, no supporting documentation. Under 605(b) reinvestigation requirements I demand: the original signed contract, complete payment history from origination, chain of custody if the debt was sold, and proof of proper notification of delinquency"
You're demanding documents that physically don't exist anymore. The original creditor sold the debt years ago. The signed contract is in a warehouse in Ohio that nobody will ever open. The collector bought a spreadsheet with your name on it. The shadow bureaus are frozen so the backup verification chain is dead
605(b) + frozen shadow bureaus: 80-90% total deletion rate across both rounds. We've seen bankruptcies deleted in 43 days. $90K in collections gone in 51 days
Day 35-45: While disputes are running, add authorized user tradelines. Find someone with a credit card open 10+ years. Perfect payment history. Low balance. Get added as an authorized user
You never get the card. Never spend a dollar. Their entire account history appears on YOUR credit report in 14 days. Your average account age jumps from 2 years to 8+ overnight. Score jumps 50-100 points from this one move
Parents. Grandparents. Siblings. They're not cosigning anything. 5-minute phone call to the card company
Day 60-75: Anything still standing gets a CFPB complaint. Go to consumerfinance dot gov. The complaint goes to a senior compliance team at the creditor. Not the call center. Not the overseas dispute farm. The legal department. Companies delete accounts to avoid having a negative response in a federal database that regulators and journalists monitor. 65-80% resolution rate
Day 75-90: Drop utilization below 9% on all cards before statement closing date. $1,000 limit = keep balance at $80 when statement cuts. Worth 30-50 points by itself
Day 90: 180-250 point jump. Disputes killed the negatives. Shadow freezes broke the verification chain. 605(b) nuked the survivors. Tradelines added a decade of history. Utilization at single digits
620 to 750. 90 days. Then run the funding stack the next morning
your bank has two products. one makes them $108,960 off you over 10 years. the other makes them $0. your loan officer showed you the one that pays his mortgage and buried the one that doesn't. the $250,000 at 0% has been sitting on chase dot com this entire time. you just didn't know to click the business tab lmfaooo
link in bio and i'll show you how you can qualify for up to 250k in 0% APR funding (if you have a 700+)
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 â
đ¨đ¨SE RETIRAN LOS CARGOS contra el Dr. Kirk Moore, un HĂROE que repartiĂł "TARJETAS DE VACUNAS" administraba "soluciĂłn salina" en lugar de la letal "vacuna Covid". đĽł
DIJO:
"Simplemente hice lo correcto. No se puede dar el consentimiento informado a las personas cuando no se sabe quĂŠ se les estĂĄ inyectando"
El Departamento de Justicia de Estados Unidos ordenĂł que desestimara los cargos en el caso del Dr. Kirk Moore.
ESO ES UN GRAN TRIUNFO đĽł
El Dr. SALVĂ INNUMERABLES VIDAS al usar soluciĂłn salina en lugar de la letal âvacuna Cøvidâ, un arma biolĂłgica⌠que causa cĂĄncer, SIDA....
ÂĄEs un veterano! ÂĄUN MĂDICO! ÂĄUn hĂŠroe! âď¸đĽ