My friend fired his 7-person dev team last Tuesday. 3 weeks after this Boris video Claude Tag in Slack ships 65% of his PRs and he pocketed $180K/mo boris cherny, creator of claude code, quietly leaked the anthropic slack playbook in an 11-min product reveal: 02:44 the model that runs 16 hours without a check-in even researchers can't measure 03:19 the claude session boris hasn't opened in 47 days that still ships PRs every morning 09:15 the 65% number anthropic just admitted on video by accident By the end of this video 65% of Boris' team is unemployed. He says it like it's Tuesday. open 09:15. if that number doesn't make you tag claude in slack tonight, unfollow me.

Andrej Karpathy leaked why OpenAI is 5 years behind on AI agents - and named who's actually at the frontier now: 00:53 - why he pulled the plug on OpenAI's first agent project in 2016 02:22 - the 10-year timeline every "AI agent startup" is ignoring 04:36 - the labs he says are NOT at the edge anymore This is the memo OpenAI won't send. He said it on stage to a room of hackers. 5 minutes. or you can keep copying labs that admit they're behind.

Boris Cherny, creator of Claude Code: "Onboarding at Anthropic dropped from 3 weeks to 3 days. The intern next to me ships more than your senior does. I run 40 Claudes in parallel from one laptop. You're not behind - you're already lapped." In 26 minutes he walks the exact setup Anthropic gives every new hire on day one Most engineers are 6 months behind an intern they've never met 26 minutes. or your next 3 weeks of guessing

Boris Cherny head of Claude Code leaked how one Anthropic team stopped writing 65% of their code overnight: 02:44 - how they measure a model that runs 16 hours without a check-in 05:45 - the one-line slack instruction that replaced their entire data team 09:15 - the 65% number anthropic doesn't want screenshotted this 11-minute reveal gives you for free what Anthropic charges enterprise clients $200K/year for watch the first 4 minutes. if you don't see your job in it, unfollow me

Sam Altman CEO of OpenAI leaked why 2026 is the last window to go from zero to first million with AI: 00:04 - the sentence about kids born today he tried to walk back 23:20 - why he'd be "the luckiest kid in history" if he were 22 today 23:36 - the one-person $1B company he confirmed is now possible This 50-minute sit-down gives you for free what OpenAI advisors charge $10,000 an hour for. every hour you scroll, a 22-year-old ships your idea.

KENJI'S $40 RTL-SDR V4 MONITORS HIS HOME RF ENVIRONMENT ACROSS 30-1700 MHZ AND FEEDS EVERY DETECTED SIGNAL INTO A LOCAL QWEN 3.6 ON HIS RTX 3090 AT HOME, KILLED $200 CHATGPT PRO AND $200 CLAUDE MAX FOR EVERY RF DEBUGGING QUERY HE USED TO PAY THE API FOR 00:04 kenji holds up the earbuds and says, "this is listening to the air around me, and it's actively feeding me audio alerts out of these headphones" the rig stacks a $40 RTL-SDR Blog V4 dongle with a wideband discone antenna on his balcony, a raspberry pi 4b running his own python scripts flashed from github, a passive USB hub and a pair of wired earbuds, the whole box lives on the shelf next to his router kenji tuned the sdr to sweep 30 to 1700 mhz continuously, the raspberry pi runs an fft on the raw iq stream and triggers an audio ping whenever activity appears on his own iot band or his own mesh, every alert timestamps into his obsidian vault seconds later the vault pipes into a qwen 3.6 27b served off a used rtx 3090 in his apartment, the local llm decodes modulation on his own beacons, flags interference on his home mesh and drafts fixes for his ham radio kit without a single token touching an api $200 chatgpt pro and $200 claude code max died the week the sdr came online because every rf debugging query, antenna math and modulation question now routes through €680 of used silicon at zero recurring cost the window is open, follow and bookmark before it closes

A DUAL ESP32 TOUCHSCREEN BOARD RUNS HIS HOME SECURITY AUDIT AND PIPES HIS AI QUERIES INTO A LOCAL QWEN 3.6 OVER THE SAME LINK, KILLED $200 CHATGPT PRO AND $200 CLAUDE CODE MAX SUBSCRIPTIONS THE DAY THE HANDHELD WENT LIVE 00:04 rui holds up the handheld and says, "this is a controlled test on my own equipment, there is no victim here" the setup is a sub-ghz handheld with a dual esp32 touchscreen router board on top running momentum firmware, rui uses it to run periodic security audits on his own home wifi cameras and smart-home iot mesh the same board tunnels his phone into his private wireguard network when he's testing on-site, ai prompts route from his phone through the handheld to a home rtx 3090 hosting qwen 3.6 27b without ever touching cellular claude code on his laptop points at the local model over tailscale, the cli behaves identically to the cloud version except every token runs on his own silicon at home during a friday launch instead of on someone else's servers $200 chatgpt pro and $200 claude code max used to hit his card monthly, both cancelled the day the handheld paired with his home rig because his private wifi and rf mesh handles what those apis used to charge for the window is open, follow and bookmark before it closes

$150 IN "AS IS" TESLA K80 CARDS FROM 98% FEEDBACK EBAY SELLERS TURNED OUT TO BE TWO BRICKS AFTER 3 WEEKS OF PINOUT DEBUGGING, RETURN WINDOW CLOSED, THE ARTICLE'S CHEAP GPU FLOOR IS A TRAPDOOR 06:23 the tinkerer drops both cards on the bench with a shrug, "I got them on eBay long enough ago that I can't return them anymore, I think I just got screwed out of like 150 bucks" 3 weeks of debug preceded the giveup, adapter pinout traced by hand, 12V confirmed on all 8 pins with a multimeter, 1125W PSU verified, x16 slot known good, both K80s click every 30 seconds and refuse POST Kepler silicon from 2014 has zero CUDA 12 support and no ollama backend, even if the cards had booted they would run no modern LLM without a custom llama.cpp compile against compute capability 3.7 the article recommends "98%+ feedback sellers" for used GPUs, that filter passes any eBay flipper willing to write "as is" in the listing, high feedback protects against the seller ghosting you, not against the card being dead silicon a $700 used 3090 with a 30 day return policy from a specialty vendor is a different transaction entirely, cheap does not mean safe, the article's cheap GPU floor drops straight through 5 years of dead Kepler into a $150 hole the window is open, follow and bookmark before it closes

MARCUS FLIPPED HIS 8 GPU CRYPTO MINING RIG TO LOCAL AI AND KILLED A $5,280/YEAR OPENAI AND CLAUDE BILL FOR $64 A MONTH marcus is 26, lives in austin, spent 2021 mining flux on a basement rig of 8 RTX 3090 founders edition cards loud enough to hear from the kitchen the rig pulled $4,200 a month at peak, dropped to $180 after the merge, by 2025 he was burning more in electricity than it earned he pointed ollama at the same rig in march, loaded qwen 3.6 27B on one card, the whole stack runs local AI faster than claude code over the cloud he was paying $440 a month across claude code, chatgpt, gemini and cursor, cancelled all four the same week with one environment variable change total ongoing cost $64 a month, qwen 3.6 27B beats claude 4.5 opus on vision 84.1 to 77, the rig that mined crypto now kills $5,280 a year in subscriptions the window is open, follow and bookmark before it closes

A BROKE 19 YEAR OLD SPENT HIS LAST $800 ON VAPE MACHINES IN A COLLEGE BAR. 24 MONTHS LATER HE DROVE HOME IN A LAMBORGHINI in 2023 he was broke, no savings, no investors, no business, just an idea to put vape vending machines somewhere students already drink he walked into a popular college bar near campus and pitched the owner a profit split, no upfront cost to the bar, the owner liked it and signed the same week he found a used vape machine on facebook marketplace for $1,800, bought it on a credit card his mom co-signed, restocked it himself every friday after class the first machine cleared $2,400 a month, the owner got his cut, he kept reinvesting every dollar into the next placement, year one ended at 31 machines across 19 bars 24 months in he runs over 100 machines across 4 states, clears six figures a month in profit, drove a black lamborghini urus home last weekend, paid in cash from the route the window is open, follow and bookmark before it closes

AMD ENGINEER'S PALM-SIZED MINI PC RUNS 235B MODELS FOR $9/MONTH AND KILLS A $200/MONTH CLAUDE CODE AND OPENAI SUB at CES 2026 in las vegas, AMD CEO lisa su walked on stage with a small black box behind her, not a server, not a data center render, a mini PC the size of a hardcover book a few months later in shanghai she walked up to that same device and signed it with her name, the box is the gmktec EVO-X2, $1,700 once, AMD ryzen AI max+ 395 inside the chip is the first x86 silicon ever built that runs a 200 billion parameter model on one piece of hardware, 128GB unified memory, 110GB usable VRAM on linux, no separate graphics card it runs qwen 3 235B fully and smoothly, kills a $440/month stack of claude code, chatgpt, gemini and cursor for $9 a month in electricity, no per token fees, nothing ever leaves the machine the window is open, follow and bookmark before it closes

A 28 YEAR OLD AMD ENGINEER WIRED 4 FRAMEWORK DESKTOPS INTO A CLOSET RACK AND KILLED A $5,280/YEAR AI STACK FOR $36 A MONTH ethan is 28, lives in austin, works as a backend engineer and was paying $440 a month across claude code max, chatgpt pro, gemini advanced and cursor for his side projects he saw the math, ordered 4 framework desktop nodes with AMD ryzen AI max+ 395 chips, wired them into an 8U black T1 mini rack in his closet with a 5 gigabit ethernet switch each node carries 128GB of unified memory and 110GB of usable VRAM on linux, the cluster runs qwen 3.6 235B fully and smoothly with no quantization, no rate limits, no per token fees total hardware cost $6,800 once, ongoing cost $36 a month in electricity, break even at 15 months on his old subscription stack and pure savings after that for the next 5 years his home assistant dashboard tracks the power draw in real time, the rack runs cooler than his gaming PC and pulls less wattage than the dishwasher he runs every night the window is open, follow and bookmark before it closes

THIS IS WHAT KILLS A $200/MONTH AI STACK. A $249 NVIDIA CHIP THE SIZE OF A WALLET PULLING 67 TRILLION OPERATIONS A SECOND FOR $2 A MONTH TO RUN three months ago my openai API bill hit $180 for the month, running automations, content pipelines, coding assistants, every prompt costing money, every conversation leaving my machine someone in a discord posted a photo of a box the size of a deck of cards under their desk with one caption, "cancelled my openai subscription, runs llama locally, $2 a month to run" the box is the jetson orin nano super, 67 trillion AI operations per second, 1024 core nvidia ampere GPU, 7 to 25 watts, smaller than a wallet, $249 one time on amazon setup takes 3 commands and 10 minutes, ollama loads llama 3, mistral, gemma or deepseek locally, your code changes one line and points to localhost instead of openai break even at 2.5 months on a $100/month API spend, after that you save $98 every month, no rate limits, no per token fees, nothing ever leaves your network again the window is open, follow and bookmark before it closes

$38,000 IN 6 WEEKS FROM A STACK OF 3D PRINTERS IN A 200 SQUARE FOOT GARAGE he started 6 weeks ago with one bambu lab A1 from amazon, posted the printer running on tiktok, took the first order that night for a custom car dashboard mount by week 2 he had 4 printers running 24/7, by week 4 he had 12, every machine paid for itself in under 9 days from the orders it printed $38,000 in stripe by week 6, no etsy listing, no shopify store, every sale came from one tiktok account showing the machines running unattended overnight the median etsy 3D printer seller pulls $183 a month and stops there, the guys treating it like a tiny factory are clearing 5 figures a month from a corner of the garage the wall fell in 2026, real manufacturing now fits in a bedroom and costs less than a used iphone, most people still see a toy that prints plastic dragons the window is open, follow and bookmark before it closes

A 14 YEAR OLD MAKES $104,000/MONTH ON ROBLOX BEFORE HIS MOM DRIVES HIM TO SCHOOL ethan is 14, lives in dallas, never took a CS class, runs a $20 claude pro subscription on his moms macbook and ships roblox games from his bedroom he doesn't know luau, doesn't know lua, doesn't know what a script is, he describes the game mechanic in plain english and fable 5 writes every line directly inside roblox studio his first game shipped in 6 hours over a saturday, hit 2.4 million plays in week 1, the robux payout cleared $18,000 by friday month 2 he had 3 games live pulling a combined $104,000 in monthly payouts, zero employees, zero engineers, the only ongoing cost is one $20 anthropic subscription his mom pays for roblox paid $1.5 billion to creators in 2025, the barrier was always luau, fable 5 removed that wall in one drop, the kids who started this week will look very smart in september the window is open, follow and bookmark before it closes

A 19 YEAR OLD $370M CEO READ THE SPACEX S-1 IN KIMI AND FOUND THE METRIC THAT KILLS THE $2T VALUATION the SpaceX IPO is 7 days out, $150 billion in demand, 2x oversubscribed, and almost nobody actually read the 300 page filing that backs the entire $2 trillion price tag a 19 year old founder running a $370 million company uploaded the whole S-1 into kimi last week, one prompt, 500,000 tokens, no analyst team, no bloomberg terminal kimi found it on the first pass, starlink ARPU dropped from $99/month in 2023 to $66 in Q1 2026, more users every quarter, less revenue per user every quarter, the headline growth story is masking a 33% decline in unit economics morningstar's analysts read the same filing and valued the company at $780 billion, the market is pricing it at $2 trillion, both groups had identical documents, the difference is which sections they connected the window is open, follow and bookmark before it closes.