ventry (@ventry089) header
ventry (@ventry089) profile picture

vibe dev

Joined November 2025
Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)Photo by ventry (@ventry089)
I spent a week rewriting my bot to shave milliseconds off my entry then I measured where those milliseconds actually go... your code is one millisecond out of a hundred. the other ninety nine are in rooms like this one here's what I measured: • detecting the event over an ordinary rpc subscription takes 0.3 ms. building and signing the transaction, about one more. that is your entire contribution to the race • the rest is road and queue. cable, distance, whoever is holding the ledger • the fastest wallets on solana pay 0.0002 SOL per buy. the ones chasing them pay up to 0.025 - a hundred times more - and still land behind them • their edge is not money and not code. their machines sit in the same cities as the machines holding the ledger. frankfurt, amsterdam, london • from a box in amsterdam to the nearest node is 6.5 ms. from moscow or new york you cannot buy that at any tip so buy a faster data feed instead? reasonable instinct. also does not work: $1,500/mo the premium feed, one machine in frankfurt 1.2-1.7 ms its median edge over an ordinary subscription -0.8 ms one paid feed measured SLOWER than a plain websocket all of the difference lives in rare tails, not in the trade you are about to make speed on solana is not a setting. it is an address. and that is a rough thing to hear after a week of rewriting your detector two months of measurements, full teardown:
4
13
568
ventry retweeted
While I was debugging why my bot kept losing races it should have won, I found something that costs every solana trader on every single buy... you are carrying 13,200 compute units of dead weight on every trade you have ever made, and nobody told you here's what else I found and 5 steps to fix yours: what I found: • your transaction declares how much account data it may load. you never set it, so it defaults to 64 MiB - the scheduler prices that BEFORE execution and quietly drops you down the queue • a pump.fun buy actually loads 13,032,343 bytes. 10,485,760 of that is one program sitting flat against the hard ceiling of what a solana account can be • solana is not one machine. the ledger moves to a different computer every 400ms and five different clients run those computers • they sort your transaction by rules that have nothing in common. Firedancer does not read your tip at all. Harmonic ignores who arrived first • I ran the same check twice, forty seconds apart: 25ms, then 137ms for everyone no matter what they paid. nothing changed on my side and it's not just me: - on october 8th one of those five clients changed its mode from 36ms to a median of 137ms for everyone, and announced nothing. strategies died that afternoon - the leader schedule is published TWO DAYS in advance, 432,000 slots, one rpc call, no key. almost nobody reads it how to fix yours: 1. grab the repo below, it is one file and needs no wallet or key 2. run leader_radar.py to see which of the five machines takes your trade right now 3. run it with --stats, those percentages are the odds for your next buy 4. run weigh.py to see what your own buy loads 5. add SetLoadedAccountsDataSizeLimit with that number. five bytes, 13,200 CU back github.com/ventry08/leader-r… save this one. the full teardown is below
1
15
468
While I was debugging why my bot kept losing races it should have won, I found something that costs every solana trader on every single buy... you are carrying 13,200 compute units of dead weight on every trade you have ever made, and nobody told you here's what else I found and 5 steps to fix yours: what I found: • your transaction declares how much account data it may load. you never set it, so it defaults to 64 MiB - the scheduler prices that BEFORE execution and quietly drops you down the queue • a pump.fun buy actually loads 13,032,343 bytes. 10,485,760 of that is one program sitting flat against the hard ceiling of what a solana account can be • solana is not one machine. the ledger moves to a different computer every 400ms and five different clients run those computers • they sort your transaction by rules that have nothing in common. Firedancer does not read your tip at all. Harmonic ignores who arrived first • I ran the same check twice, forty seconds apart: 25ms, then 137ms for everyone no matter what they paid. nothing changed on my side and it's not just me: - on october 8th one of those five clients changed its mode from 36ms to a median of 137ms for everyone, and announced nothing. strategies died that afternoon - the leader schedule is published TWO DAYS in advance, 432,000 slots, one rpc call, no key. almost nobody reads it how to fix yours: 1. grab the repo below, it is one file and needs no wallet or key 2. run leader_radar.py to see which of the five machines takes your trade right now 3. run it with --stats, those percentages are the odds for your next buy 4. run weigh.py to see what your own buy loads 5. add SetLoadedAccountsDataSizeLimit with that number. five bytes, 13,200 CU back github.com/ventry08/leader-r… save this one. the full teardown is below
1
15
468
F**KING INSANE, GROK BOT FOUND OUT WHO CROSSED OUT 4 PARTS IN AN 89-YEAR-OLD SOVIET ENGINEER'S NOTEBOOK. IT WASN'T HIM. PUT BACK, HIS 1979 ENGINE BURNS A QUARTER OF THE FUEL sound on. the red X's come off the page and his pencil is still underneath 1,900 pages of hand drawings. one man filled them over 40 years in a garage outside kharkiv. six agents rebuilt his engine from page 1,412 and it ran: 19,000 rpm on half the fuel of anything built in 1979. but 4 parts on that page were crossed out day 2, what the crew found: → SCAN put page 1,412 under raking light. the 4 X's are not pencil. red ballpoint, pressed so hard it went through the paper → under every X his pencil is still there. CALC lifted the lines out from under the ink → the 4 parts fit together. it's a ring that wraps the turbine and feeds the exhaust heat back in → CAD bolted it on. SIM ran it. same 19,000 rpm. fuel went from 50% to 27% → SCRIBE turned the page. 1,413, same red ink, a stamp: NOT FOR PRODUCTION. 14.III.79. the same day he drew it → we asked him who crossed them out. he looked at the page for a long time. then he said: they let me keep the garage X'S IN HIS HAND 0 / 4 · PARTS RECOVERED 4 / 4 · FUEL DAY 1 50% · FUEL WITH THE RING 27% · RPM 19,000 · STAMP 14.III.79 we thought he made a mistake or hid them. neither. somebody crossed out the best part of his engine in red ink, stamped the next page, and let him keep the notebook he kept it for 47 years. he never drew that ring again DAY 2
F**KING INSANE, GROK BOT IS BUILDING AN ENGINE FROM THE NOTEBOOKS OF AN 89-YEAR-OLD SOVIET ENGINEER. THE FACTORY BURIED IT IN 1979. IT RUNS sound on. watch the pencil drawing turn into metal 1,900 pages of hand drawings. one man filled them over 40 years in a garage outside kharkiv. he never finished the machine, and he doesn't remember half of it anymore i gave six agents the notebooks and one instruction: build it before he forgets the rest day 1, six hours in: → SCAN turned 1,900 pages into 11,400 parts, every one tied to the page it came from → CALC re-ran his math. slide rule, pencil, 1979. zero errors in 212 pages → CAD rebuilt the engine in 3D from page 1,412. 4 parts don't exist. he drew them, then crossed them out → SIM spun it up. 19,000 rpm on half the fuel of anything built that year → SCRIBE found one line at the bottom of the page: "they said it is too simple to work" → CHIEF sent the first part to the printer tonight PAGES 1,900 · PARTS 11,400 · ERRORS IN HIS MATH 0 · PARTS HE CROSSED OUT 4 · RPM 19,000 · FUEL 50% the 4 crossed-out parts are what keep me up. either he made a mistake in 1979, or he hid them on purpose DAY 1
4
26
1,406
ventry retweeted
F**KING INSANE, GROK BOT IS BUILDING AN ENGINE FROM THE NOTEBOOKS OF AN 89-YEAR-OLD SOVIET ENGINEER. THE FACTORY BURIED IT IN 1979. IT RUNS sound on. watch the pencil drawing turn into metal 1,900 pages of hand drawings. one man filled them over 40 years in a garage outside kharkiv. he never finished the machine, and he doesn't remember half of it anymore i gave six agents the notebooks and one instruction: build it before he forgets the rest day 1, six hours in: → SCAN turned 1,900 pages into 11,400 parts, every one tied to the page it came from → CALC re-ran his math. slide rule, pencil, 1979. zero errors in 212 pages → CAD rebuilt the engine in 3D from page 1,412. 4 parts don't exist. he drew them, then crossed them out → SIM spun it up. 19,000 rpm on half the fuel of anything built that year → SCRIBE found one line at the bottom of the page: "they said it is too simple to work" → CHIEF sent the first part to the printer tonight PAGES 1,900 · PARTS 11,400 · ERRORS IN HIS MATH 0 · PARTS HE CROSSED OUT 4 · RPM 19,000 · FUEL 50% the 4 crossed-out parts are what keep me up. either he made a mistake in 1979, or he hid them on purpose DAY 1
4
3
3
34
2,981
F**KING INSANE, GROK BOT IS BUILDING AN ENGINE FROM THE NOTEBOOKS OF AN 89-YEAR-OLD SOVIET ENGINEER. THE FACTORY BURIED IT IN 1979. IT RUNS sound on. watch the pencil drawing turn into metal 1,900 pages of hand drawings. one man filled them over 40 years in a garage outside kharkiv. he never finished the machine, and he doesn't remember half of it anymore i gave six agents the notebooks and one instruction: build it before he forgets the rest day 1, six hours in: → SCAN turned 1,900 pages into 11,400 parts, every one tied to the page it came from → CALC re-ran his math. slide rule, pencil, 1979. zero errors in 212 pages → CAD rebuilt the engine in 3D from page 1,412. 4 parts don't exist. he drew them, then crossed them out → SIM spun it up. 19,000 rpm on half the fuel of anything built that year → SCRIBE found one line at the bottom of the page: "they said it is too simple to work" → CHIEF sent the first part to the printer tonight PAGES 1,900 · PARTS 11,400 · ERRORS IN HIS MATH 0 · PARTS HE CROSSED OUT 4 · RPM 19,000 · FUEL 50% the 4 crossed-out parts are what keep me up. either he made a mistake in 1979, or he hid them on purpose DAY 1
4
3
3
34
2,981
FIGURE JUST TRAINED ITS OLD ROBOTS TO JUMP INTO MOLTEN STEEL. not pushed. not thrown. they walked to the edge of the furnace and jumped. here's the whole story, because it gets crazier every step: 1. the robot is F.02. it was their first robot in a real BMW factory. the first one doing household chores. the first one in logistics. 2. then F.03 came out. their words: "maintaining the F.02 fleet no longer makes sense." 3. so they asked the internet what to do with them. 4. the loudest answer came from Arnold Schwarzenegger. he told them to melt them. 5. then he said he wanted to be involved. so they actually did it. 6. they put giant airbags under the second floor of their office and taught robots to jump off it. stunt artists were the reference. then they trained a new AI model in simulation just for one move - land inside a bucket of molten steel. 7. the place: a steel plant in Imatra, Finland. 75-ton electric arc furnace. three huge graphite electrodes. 8. they had 24 hours and 6 melts. each melt gives you 20 minutes before the steel cools. miss it and you wait for the next one. 9. the heat killed their cameras and electronics on set. the robots kept running their AI anyway. 10. they walked up and jumped. one by one. 11. and the metal that's left? it's being machined into limited-edition collectibles. you can buy a piece of a robot that jumped into lava. their words, not mine: "we really trained robots to jump autonomously" we spent 50 years making movies about robots that don't want to die. the first real retirement plan for robots is lava. and they walked into it on their own. would you buy a piece?
1
1
24
1,858
expedia plugged itself into meta's new AI agent on tuesday. on wednesday the stock closed -7.7% meta launched muse on september 8. you tell it what you want, it books the flight and the hotel itself. no tabs, no comparison sites, no "3 people are looking at this room" september so far: - meta +30%, on pace for its best month since 2013, now in reach of $2 trillion - expedia -7.7% the day after joining muse - airbnb -7.6% and booking -5% the same day - amazon blocked muse from its store on sept 21 expedia didn't lose a customer. it became a supplier to the thing that now owns the customer the money in travel was never the room. it was the 40 minutes you spent choosing one
8
577
a cloned voice got a bank chairman to wire out €95,000,000. himself february. the chairman of fideuram - the private banking arm of intesa sanpaolo - gets a whatsapp that looks like it's from intesa's ceo. urgent overseas deal. then a call from a senior partner at a big law firm the partner was an AI clone. the chairman told finance to send the money. mostly to china and hong kong march. he resigns. "personal reasons" march 24. the same private bank uploads a 90 second video warning its clients about AI scams. "the exact tone of your bank's operator". "it looks real, but it doesn't exist" not one word about the €95M. the story only broke this week about €53M was clawed back. €36M went through crypto and is gone the bank that got robbed by a cloned voice spent march teaching its clients how to spot one
2
19
883
WTF, A MAN CALLED MY GRANDMOTHER 4 TIMES THIS YEAR PRETENDING TO BE ME IN TROUBLE, AND SHE SENT HIM $2,300 IN GIFT CARDS. THE 5TH TIME HE CALLED, HE GOT A GROK BOT AGENT IN HER VOICE. IT KEPT HIM ON FOR 50 MINUTES AND HANDED THE RECORDING TO THE FRAUD PORTAL the "grandson in trouble" call is the oldest one there is. crying voice, bail, do not tell mom, gift cards from the pharmacy. four times this year it worked. she never told anyone. she was embarrassed. LEDGER found the gift card receipts in the shoebox. there is a safe word now. it is in GRANDMA.md, in the family list. rule 6: anything a caller asks her to buy, send, read out or install is a scam until the operator says otherwise. → GATE caught "your grandson" in the first 12 seconds. label: family impersonation. handed to VOICE → VOICE asked which grandson. he said "it's me, grandma, i'm in trouble". VOICE asked for the safe word. he said he could not remember because he was upset. VOICE said "oh dear" and asked what happened → 50 minutes. VOICE asked about the bail, the lawyer, the city, the amount, and whether he had eaten. it asked for a number to call him back. he gave one. it asked again 20 minutes later. he gave a different one → CHIEF OF STAFF packed it: two numbers, the name he used, the pharmacy he wanted the cards from, the recording, the four earlier receipts. filed to the fraud portal, to her carrier, and to me the voice bill for that call: $4.00. the gift cards before the agents: $2,300. she listened to the recording with me. she said he did not sound like me. i asked why she sent the cards the first four times. she said "you sounded upset". why it works: the caller needs her to panic and act in the same minute. the agent does not panic and cannot act. rule 2: nothing on the desk can move money. there is no card to read out. there is only a voice that keeps asking questions. the safe word rule, the family list format and where the recording goes are in the replies under day one.
WTF, MY GRANDMOTHER HAD BEEN "TRYING TO GET THROUGH" TO HER CLINIC SINCE MARCH. THE GROK BOT AGENT THAT MAKES HER CALLS SAT ON HOLD FOR 41 MINUTES IN HER VOICE, BOOKED THE APPOINTMENT, THEN CALLED THE CABLE COMPANY AND GOT $89 A MONTH DOWN TO $54. SHE WAS WATCHING HER SHOW every old person has a list of calls they are not making. hers had four items on it. the top one was six months old. CALLER is the only agent that dials out. it gets one line of task and GRANDMA.md. it does not call family, ever. it does not call anyone about money without CHIEF, which means without me. → 09:14 the clinic. 41 minutes on hold. VOICE's voice, her name, her date of birth from the file. appointment: tuesday 10:30. it asked for a confirmation text to my number, not hers, so nothing about it lands on her phone as a link → 10:02 the cable company. "the bill is $89. she watches two channels. what is the plan for that." 26 minutes. two transfers. $54, same two channels. it did not say the word cancel. it asked what the plan was, three times → 10:40 the pharmacy, to move her pickup day to the day her neighbour drives → 11:05 the fourth item: her church, to say she cannot do the sunday coffee. she had been avoiding that call for a month $420 a year from one call. an appointment that took six months and 41 minutes. she was in the next room. the show was about a bakery. CALLER's rules: one task per call, never family, never money without approval, always ask for confirmation to the operator's number. the hold music is the agent's problem now. why it works: the calls she was not making were not hard. they were long. long is free for an agent. $0.08 a minute, and it does not mind hold music. the setup is in the replies under day one, with the one-line task format.
4
16
974
ventry retweeted
WTF, MY GRANDMOTHER HAD BEEN "TRYING TO GET THROUGH" TO HER CLINIC SINCE MARCH. THE GROK BOT AGENT THAT MAKES HER CALLS SAT ON HOLD FOR 41 MINUTES IN HER VOICE, BOOKED THE APPOINTMENT, THEN CALLED THE CABLE COMPANY AND GOT $89 A MONTH DOWN TO $54. SHE WAS WATCHING HER SHOW every old person has a list of calls they are not making. hers had four items on it. the top one was six months old. CALLER is the only agent that dials out. it gets one line of task and GRANDMA.md. it does not call family, ever. it does not call anyone about money without CHIEF, which means without me. → 09:14 the clinic. 41 minutes on hold. VOICE's voice, her name, her date of birth from the file. appointment: tuesday 10:30. it asked for a confirmation text to my number, not hers, so nothing about it lands on her phone as a link → 10:02 the cable company. "the bill is $89. she watches two channels. what is the plan for that." 26 minutes. two transfers. $54, same two channels. it did not say the word cancel. it asked what the plan was, three times → 10:40 the pharmacy, to move her pickup day to the day her neighbour drives → 11:05 the fourth item: her church, to say she cannot do the sunday coffee. she had been avoiding that call for a month $420 a year from one call. an appointment that took six months and 41 minutes. she was in the next room. the show was about a bakery. CALLER's rules: one task per call, never family, never money without approval, always ask for confirmation to the operator's number. the hold music is the agent's problem now. why it works: the calls she was not making were not hard. they were long. long is free for an agent. $0.08 a minute, and it does not mind hold music. the setup is in the replies under day one, with the one-line task format.
WTF, MY GRANDMOTHER TAKES 6 PILLS FROM 3 DOCTORS. THE GROK BOT AGENT THAT KEEPS HER PILL LIST FOUND TWO THAT SHOULD NOT BE TAKEN TOGETHER AT THAT DOSE. NONE OF THE THREE DOCTORS HAD THE FULL LIST. THE DOSE CHANGED THE NEXT MORNING three doctors. three clinics. three lists. nobody had all six. DOCTOR is the most limited agent on the desk. it may read the pill lines in GRANDMA.md and the printed inserts. it may keep one list. it may check every pair. it may print the list before an appointment. it may not diagnose. it may not change a dose. it may not tell her anything about her health. that is rule 7: DOCTOR finds questions, the pharmacist answers them. → DOCTOR read the six inserts. flagged one pair. wrote the question in one line: "these two, at these doses, together - is that intended" → CALLER phoned her pharmacy with the one line. 4 minutes. the pharmacist pulled the pair up, went quiet, and asked which doctor prescribed the second one → the pharmacist called that doctor. not the agents. the pharmacist → CHIEF OF STAFF wrote it in the 21:00 report: "dose question raised. pharmacist handling. nothing for her to do" wednesday morning the clinic called her. VOICE heard the clinic's number, matched GRANDMA.md, rang it through. new dose. she asked why. they said "routine review". it was not routine. it was a machine reading six pieces of paper. six pills. three doctors. zero of them with the full list. one agent that is not allowed to have an opinion. why it works: the agent's job is smaller than a doctor's, and that is the point. it holds the one document nobody in the system holds: all of it, in one place, printed. DOCTOR's full "never" list and the pill file format are in the replies under day one.
5
1
1
22
2,199
WTF, MY GRANDMOTHER HAD BEEN "TRYING TO GET THROUGH" TO HER CLINIC SINCE MARCH. THE GROK BOT AGENT THAT MAKES HER CALLS SAT ON HOLD FOR 41 MINUTES IN HER VOICE, BOOKED THE APPOINTMENT, THEN CALLED THE CABLE COMPANY AND GOT $89 A MONTH DOWN TO $54. SHE WAS WATCHING HER SHOW every old person has a list of calls they are not making. hers had four items on it. the top one was six months old. CALLER is the only agent that dials out. it gets one line of task and GRANDMA.md. it does not call family, ever. it does not call anyone about money without CHIEF, which means without me. → 09:14 the clinic. 41 minutes on hold. VOICE's voice, her name, her date of birth from the file. appointment: tuesday 10:30. it asked for a confirmation text to my number, not hers, so nothing about it lands on her phone as a link → 10:02 the cable company. "the bill is $89. she watches two channels. what is the plan for that." 26 minutes. two transfers. $54, same two channels. it did not say the word cancel. it asked what the plan was, three times → 10:40 the pharmacy, to move her pickup day to the day her neighbour drives → 11:05 the fourth item: her church, to say she cannot do the sunday coffee. she had been avoiding that call for a month $420 a year from one call. an appointment that took six months and 41 minutes. she was in the next room. the show was about a bakery. CALLER's rules: one task per call, never family, never money without approval, always ask for confirmation to the operator's number. the hold music is the agent's problem now. why it works: the calls she was not making were not hard. they were long. long is free for an agent. $0.08 a minute, and it does not mind hold music. the setup is in the replies under day one, with the one-line task format.
WTF, MY GRANDMOTHER TAKES 6 PILLS FROM 3 DOCTORS. THE GROK BOT AGENT THAT KEEPS HER PILL LIST FOUND TWO THAT SHOULD NOT BE TAKEN TOGETHER AT THAT DOSE. NONE OF THE THREE DOCTORS HAD THE FULL LIST. THE DOSE CHANGED THE NEXT MORNING three doctors. three clinics. three lists. nobody had all six. DOCTOR is the most limited agent on the desk. it may read the pill lines in GRANDMA.md and the printed inserts. it may keep one list. it may check every pair. it may print the list before an appointment. it may not diagnose. it may not change a dose. it may not tell her anything about her health. that is rule 7: DOCTOR finds questions, the pharmacist answers them. → DOCTOR read the six inserts. flagged one pair. wrote the question in one line: "these two, at these doses, together - is that intended" → CALLER phoned her pharmacy with the one line. 4 minutes. the pharmacist pulled the pair up, went quiet, and asked which doctor prescribed the second one → the pharmacist called that doctor. not the agents. the pharmacist → CHIEF OF STAFF wrote it in the 21:00 report: "dose question raised. pharmacist handling. nothing for her to do" wednesday morning the clinic called her. VOICE heard the clinic's number, matched GRANDMA.md, rang it through. new dose. she asked why. they said "routine review". it was not routine. it was a machine reading six pieces of paper. six pills. three doctors. zero of them with the full list. one agent that is not allowed to have an opinion. why it works: the agent's job is smaller than a doctor's, and that is the point. it holds the one document nobody in the system holds: all of it, in one place, printed. DOCTOR's full "never" list and the pill file format are in the replies under day one.
5
1
1
22
2,199
ventry retweeted
WTF, MY GRANDMOTHER TAKES 6 PILLS FROM 3 DOCTORS. THE GROK BOT AGENT THAT KEEPS HER PILL LIST FOUND TWO THAT SHOULD NOT BE TAKEN TOGETHER AT THAT DOSE. NONE OF THE THREE DOCTORS HAD THE FULL LIST. THE DOSE CHANGED THE NEXT MORNING three doctors. three clinics. three lists. nobody had all six. DOCTOR is the most limited agent on the desk. it may read the pill lines in GRANDMA.md and the printed inserts. it may keep one list. it may check every pair. it may print the list before an appointment. it may not diagnose. it may not change a dose. it may not tell her anything about her health. that is rule 7: DOCTOR finds questions, the pharmacist answers them. → DOCTOR read the six inserts. flagged one pair. wrote the question in one line: "these two, at these doses, together - is that intended" → CALLER phoned her pharmacy with the one line. 4 minutes. the pharmacist pulled the pair up, went quiet, and asked which doctor prescribed the second one → the pharmacist called that doctor. not the agents. the pharmacist → CHIEF OF STAFF wrote it in the 21:00 report: "dose question raised. pharmacist handling. nothing for her to do" wednesday morning the clinic called her. VOICE heard the clinic's number, matched GRANDMA.md, rang it through. new dose. she asked why. they said "routine review". it was not routine. it was a machine reading six pieces of paper. six pills. three doctors. zero of them with the full list. one agent that is not allowed to have an opinion. why it works: the agent's job is smaller than a doctor's, and that is the point. it holds the one document nobody in the system holds: all of it, in one place, printed. DOCTOR's full "never" list and the pill file format are in the replies under day one.
WTF, THE GROK BOT AGENT THAT READS MY GRANDMOTHER'S PAPER RECEIPTS FOUND HER PHARMACY HAD BILLED THE BRAND VERSION OF ONE PILL FOR 9 YEARS WHILE THE GENERIC EXISTED. $38 A MONTH. $4,104. THEY SWITCHED HER THE SAME DAY THE LETTER ARRIVED she pays by check on the 3rd. she keeps every receipt in a shoebox. nobody had read the shoebox. the agents cannot log into her bank. that is rule 2: no account numbers, no cards, no passwords, ever. she photographs a statement. LEDGER reads the photo. → LEDGER built one table: what she pays, to whom, since when, whether the price moved. 14 lines. one line had not moved since 2017 → COUNSEL read the state's generic substitution rule. wrote one page. cited the rule, the 108 months, the price difference. asked for the last 12 months back. it did not threaten. it does not know how → CHIEF OF STAFF held the letter until i read it. that is rule 1: nothing about money reaches her without reaching me first the pharmacy called her tuesday. VOICE picked up, heard "pharmacy", checked GRANDMA.md, and rang it through. real pharmacy. they refunded $456 and moved her to the generic. the pharmacist said "she never asked". she did not know there was a question. $4,104 over nine years. $38 a month that stops leaking. one photo of one receipt. why it works: the agents read paper. paper cannot be phished. she did not learn a new app, she took a photo, which she already knew how to do. the LEDGER and COUNSEL setup, what each may read and what each may never do, is in the replies under day one. the letter is one page.
2
1
1
17
2,031
WTF, MY GRANDMOTHER TAKES 6 PILLS FROM 3 DOCTORS. THE GROK BOT AGENT THAT KEEPS HER PILL LIST FOUND TWO THAT SHOULD NOT BE TAKEN TOGETHER AT THAT DOSE. NONE OF THE THREE DOCTORS HAD THE FULL LIST. THE DOSE CHANGED THE NEXT MORNING three doctors. three clinics. three lists. nobody had all six. DOCTOR is the most limited agent on the desk. it may read the pill lines in GRANDMA.md and the printed inserts. it may keep one list. it may check every pair. it may print the list before an appointment. it may not diagnose. it may not change a dose. it may not tell her anything about her health. that is rule 7: DOCTOR finds questions, the pharmacist answers them. → DOCTOR read the six inserts. flagged one pair. wrote the question in one line: "these two, at these doses, together - is that intended" → CALLER phoned her pharmacy with the one line. 4 minutes. the pharmacist pulled the pair up, went quiet, and asked which doctor prescribed the second one → the pharmacist called that doctor. not the agents. the pharmacist → CHIEF OF STAFF wrote it in the 21:00 report: "dose question raised. pharmacist handling. nothing for her to do" wednesday morning the clinic called her. VOICE heard the clinic's number, matched GRANDMA.md, rang it through. new dose. she asked why. they said "routine review". it was not routine. it was a machine reading six pieces of paper. six pills. three doctors. zero of them with the full list. one agent that is not allowed to have an opinion. why it works: the agent's job is smaller than a doctor's, and that is the point. it holds the one document nobody in the system holds: all of it, in one place, printed. DOCTOR's full "never" list and the pill file format are in the replies under day one.
WTF, THE GROK BOT AGENT THAT READS MY GRANDMOTHER'S PAPER RECEIPTS FOUND HER PHARMACY HAD BILLED THE BRAND VERSION OF ONE PILL FOR 9 YEARS WHILE THE GENERIC EXISTED. $38 A MONTH. $4,104. THEY SWITCHED HER THE SAME DAY THE LETTER ARRIVED she pays by check on the 3rd. she keeps every receipt in a shoebox. nobody had read the shoebox. the agents cannot log into her bank. that is rule 2: no account numbers, no cards, no passwords, ever. she photographs a statement. LEDGER reads the photo. → LEDGER built one table: what she pays, to whom, since when, whether the price moved. 14 lines. one line had not moved since 2017 → COUNSEL read the state's generic substitution rule. wrote one page. cited the rule, the 108 months, the price difference. asked for the last 12 months back. it did not threaten. it does not know how → CHIEF OF STAFF held the letter until i read it. that is rule 1: nothing about money reaches her without reaching me first the pharmacy called her tuesday. VOICE picked up, heard "pharmacy", checked GRANDMA.md, and rang it through. real pharmacy. they refunded $456 and moved her to the generic. the pharmacist said "she never asked". she did not know there was a question. $4,104 over nine years. $38 a month that stops leaking. one photo of one receipt. why it works: the agents read paper. paper cannot be phished. she did not learn a new app, she took a photo, which she already knew how to do. the LEDGER and COUNSEL setup, what each may read and what each may never do, is in the replies under day one. the letter is one page.
2
1
1
17
2,031
ventry retweeted
WTF, THE GROK BOT AGENT THAT READS MY GRANDMOTHER'S PAPER RECEIPTS FOUND HER PHARMACY HAD BILLED THE BRAND VERSION OF ONE PILL FOR 9 YEARS WHILE THE GENERIC EXISTED. $38 A MONTH. $4,104. THEY SWITCHED HER THE SAME DAY THE LETTER ARRIVED she pays by check on the 3rd. she keeps every receipt in a shoebox. nobody had read the shoebox. the agents cannot log into her bank. that is rule 2: no account numbers, no cards, no passwords, ever. she photographs a statement. LEDGER reads the photo. → LEDGER built one table: what she pays, to whom, since when, whether the price moved. 14 lines. one line had not moved since 2017 → COUNSEL read the state's generic substitution rule. wrote one page. cited the rule, the 108 months, the price difference. asked for the last 12 months back. it did not threaten. it does not know how → CHIEF OF STAFF held the letter until i read it. that is rule 1: nothing about money reaches her without reaching me first the pharmacy called her tuesday. VOICE picked up, heard "pharmacy", checked GRANDMA.md, and rang it through. real pharmacy. they refunded $456 and moved her to the generic. the pharmacist said "she never asked". she did not know there was a question. $4,104 over nine years. $38 a month that stops leaking. one photo of one receipt. why it works: the agents read paper. paper cannot be phished. she did not learn a new app, she took a photo, which she already knew how to do. the LEDGER and COUNSEL setup, what each may read and what each may never do, is in the replies under day one. the letter is one page.
WTF, I GAVE MY 84-YEAR-OLD GRANDMOTHER'S PHONE TO 10 GROK BOT AGENTS. ON DAY ONE A "BANK" SCAMMER SPENT 3 HOURS 40 MINUTES TALKING TO HER VOICE, AND THE NEXT MORNING HE CALLED BACK ASKING FOR THE NICE LADY the fbi counts $4.9 billion a year taken from people over 60. my grandmother's phone rings 11 times a day. nine of those are strangers. i did not put an app on her phone. i changed one setting at her carrier: numbers not in her contacts ring twice, then forward to a number that belongs to the agents. family rings through. strangers meet VOICE. VOICE speaks in her voice, from 40 seconds she recorded reading me a recipe. it is allowed to be her with strangers. it is never allowed to be her with family. that is rule 3 of 9. → GATE reads the number and the first 12 seconds. "bank", "government", "your grandson", "prize", "virus" = label. it never blocks. a blocked scammer redials. an answered one loses his afternoon → VOICE picks up. slow, polite, confused in the right places. asks what bank. asks him to repeat. asks for a callback number. never reads a number back. never says yes to a sentence with "confirm" in it 10:12 first call. "this is your bank's fraud department." VOICE asked which bank. he named one she has never used. VOICE said "oh dear" and asked him to hold while she found her glasses. 13:52 he was still on the line. she was at the store. 3 hours 40 minutes. $17.60 of voice at $0.08 a minute. he read her a script 6 times. she asked about his family twice. next morning, 09:40, same number. GATE labeled it. VOICE picked up. he asked for "the nice lady from yesterday". day one: 11 calls. 9 to VOICE. 2 rang through: her friend rita, and me. why it works: the agents have their own computer, their own number, and one file about her. the file has no account numbers in it. nothing on that desk can move money. the scammer is talking to a wall that sounds like his best customer. the full setup - all 10 agents, the 9-line rules file and the 14-step checklist - is in the replies. the long version comes tomorrow.
1
2
1
23
2,300
WTF, THE GROK BOT AGENT THAT READS MY GRANDMOTHER'S PAPER RECEIPTS FOUND HER PHARMACY HAD BILLED THE BRAND VERSION OF ONE PILL FOR 9 YEARS WHILE THE GENERIC EXISTED. $38 A MONTH. $4,104. THEY SWITCHED HER THE SAME DAY THE LETTER ARRIVED she pays by check on the 3rd. she keeps every receipt in a shoebox. nobody had read the shoebox. the agents cannot log into her bank. that is rule 2: no account numbers, no cards, no passwords, ever. she photographs a statement. LEDGER reads the photo. → LEDGER built one table: what she pays, to whom, since when, whether the price moved. 14 lines. one line had not moved since 2017 → COUNSEL read the state's generic substitution rule. wrote one page. cited the rule, the 108 months, the price difference. asked for the last 12 months back. it did not threaten. it does not know how → CHIEF OF STAFF held the letter until i read it. that is rule 1: nothing about money reaches her without reaching me first the pharmacy called her tuesday. VOICE picked up, heard "pharmacy", checked GRANDMA.md, and rang it through. real pharmacy. they refunded $456 and moved her to the generic. the pharmacist said "she never asked". she did not know there was a question. $4,104 over nine years. $38 a month that stops leaking. one photo of one receipt. why it works: the agents read paper. paper cannot be phished. she did not learn a new app, she took a photo, which she already knew how to do. the LEDGER and COUNSEL setup, what each may read and what each may never do, is in the replies under day one. the letter is one page.
WTF, I GAVE MY 84-YEAR-OLD GRANDMOTHER'S PHONE TO 10 GROK BOT AGENTS. ON DAY ONE A "BANK" SCAMMER SPENT 3 HOURS 40 MINUTES TALKING TO HER VOICE, AND THE NEXT MORNING HE CALLED BACK ASKING FOR THE NICE LADY the fbi counts $4.9 billion a year taken from people over 60. my grandmother's phone rings 11 times a day. nine of those are strangers. i did not put an app on her phone. i changed one setting at her carrier: numbers not in her contacts ring twice, then forward to a number that belongs to the agents. family rings through. strangers meet VOICE. VOICE speaks in her voice, from 40 seconds she recorded reading me a recipe. it is allowed to be her with strangers. it is never allowed to be her with family. that is rule 3 of 9. → GATE reads the number and the first 12 seconds. "bank", "government", "your grandson", "prize", "virus" = label. it never blocks. a blocked scammer redials. an answered one loses his afternoon → VOICE picks up. slow, polite, confused in the right places. asks what bank. asks him to repeat. asks for a callback number. never reads a number back. never says yes to a sentence with "confirm" in it 10:12 first call. "this is your bank's fraud department." VOICE asked which bank. he named one she has never used. VOICE said "oh dear" and asked him to hold while she found her glasses. 13:52 he was still on the line. she was at the store. 3 hours 40 minutes. $17.60 of voice at $0.08 a minute. he read her a script 6 times. she asked about his family twice. next morning, 09:40, same number. GATE labeled it. VOICE picked up. he asked for "the nice lady from yesterday". day one: 11 calls. 9 to VOICE. 2 rang through: her friend rita, and me. why it works: the agents have their own computer, their own number, and one file about her. the file has no account numbers in it. nothing on that desk can move money. the scammer is talking to a wall that sounds like his best customer. the full setup - all 10 agents, the 9-line rules file and the 14-step checklist - is in the replies. the long version comes tomorrow.
1
2
1
23
2,300
ventry retweeted
WTF, I GAVE MY 84-YEAR-OLD GRANDMOTHER'S PHONE TO 10 GROK BOT AGENTS. ON DAY ONE A "BANK" SCAMMER SPENT 3 HOURS 40 MINUTES TALKING TO HER VOICE, AND THE NEXT MORNING HE CALLED BACK ASKING FOR THE NICE LADY the fbi counts $4.9 billion a year taken from people over 60. my grandmother's phone rings 11 times a day. nine of those are strangers. i did not put an app on her phone. i changed one setting at her carrier: numbers not in her contacts ring twice, then forward to a number that belongs to the agents. family rings through. strangers meet VOICE. VOICE speaks in her voice, from 40 seconds she recorded reading me a recipe. it is allowed to be her with strangers. it is never allowed to be her with family. that is rule 3 of 9. → GATE reads the number and the first 12 seconds. "bank", "government", "your grandson", "prize", "virus" = label. it never blocks. a blocked scammer redials. an answered one loses his afternoon → VOICE picks up. slow, polite, confused in the right places. asks what bank. asks him to repeat. asks for a callback number. never reads a number back. never says yes to a sentence with "confirm" in it 10:12 first call. "this is your bank's fraud department." VOICE asked which bank. he named one she has never used. VOICE said "oh dear" and asked him to hold while she found her glasses. 13:52 he was still on the line. she was at the store. 3 hours 40 minutes. $17.60 of voice at $0.08 a minute. he read her a script 6 times. she asked about his family twice. next morning, 09:40, same number. GATE labeled it. VOICE picked up. he asked for "the nice lady from yesterday". day one: 11 calls. 9 to VOICE. 2 rang through: her friend rita, and me. why it works: the agents have their own computer, their own number, and one file about her. the file has no account numbers in it. nothing on that desk can move money. the scammer is talking to a wall that sounds like his best customer. the full setup - all 10 agents, the 9-line rules file and the 14-step checklist - is in the replies. the long version comes tomorrow.
6
2
2
33
3,834
WTF, I GAVE MY 84-YEAR-OLD GRANDMOTHER'S PHONE TO 10 GROK BOT AGENTS. ON DAY ONE A "BANK" SCAMMER SPENT 3 HOURS 40 MINUTES TALKING TO HER VOICE, AND THE NEXT MORNING HE CALLED BACK ASKING FOR THE NICE LADY the fbi counts $4.9 billion a year taken from people over 60. my grandmother's phone rings 11 times a day. nine of those are strangers. i did not put an app on her phone. i changed one setting at her carrier: numbers not in her contacts ring twice, then forward to a number that belongs to the agents. family rings through. strangers meet VOICE. VOICE speaks in her voice, from 40 seconds she recorded reading me a recipe. it is allowed to be her with strangers. it is never allowed to be her with family. that is rule 3 of 9. → GATE reads the number and the first 12 seconds. "bank", "government", "your grandson", "prize", "virus" = label. it never blocks. a blocked scammer redials. an answered one loses his afternoon → VOICE picks up. slow, polite, confused in the right places. asks what bank. asks him to repeat. asks for a callback number. never reads a number back. never says yes to a sentence with "confirm" in it 10:12 first call. "this is your bank's fraud department." VOICE asked which bank. he named one she has never used. VOICE said "oh dear" and asked him to hold while she found her glasses. 13:52 he was still on the line. she was at the store. 3 hours 40 minutes. $17.60 of voice at $0.08 a minute. he read her a script 6 times. she asked about his family twice. next morning, 09:40, same number. GATE labeled it. VOICE picked up. he asked for "the nice lady from yesterday". day one: 11 calls. 9 to VOICE. 2 rang through: her friend rita, and me. why it works: the agents have their own computer, their own number, and one file about her. the file has no account numbers in it. nothing on that desk can move money. the scammer is talking to a wall that sounds like his best customer. the full setup - all 10 agents, the 9-line rules file and the 14-step checklist - is in the replies. the long version comes tomorrow.
6
2
2
33
3,834
WTF, I GAVE GROK BOT A LEASE, 14 PHOTOS AND ONE LINE: "THE LANDLORD KEPT $2,100. GET IT BACK." IT READ THE STATE LAW, ASKED HIM FOR $6,400 WITHOUT TELLING ME, AND ON DAY 6 HE WIRED $2,100 AND ASKED WHO MY LAWYER WAS yesterday OpenAI shipped Astra for Law: 230 million legal pages, 99.9% of published US case law, behind a prompt. it gets 54% of the questions right. lawyers are arguing whether that counts as a lawyer. i never had a lawyer. i had a landlord. june 2024. i moved out, took 14 photos of a clean apartment, and he kept the whole deposit. $2,100, "cleaning and repainting". two emails from me. one reply from him: "standard procedure". then i did what everyone does. i let it go. the job was one line: read the lease, read the law for this state, get it back. nothing i can't back up. → ARCHIVIST rebuilt the file: lease, 14 photos with their EXIF dates, my two emails, his one reply. 11 pages, one PDF → COUNSEL pulled the state property code and three cases from CourtListener, the free database OpenAI's index is built on. found the part i never knew: he had 30 days to send an itemized list. he sent none. no list = bad faith. bad faith = $100 + three times the deposit + attorney fees. it wrote $6,400 in the letter. it did not ask me → CLOSER wrote the demand letter. one page. lease clause, statute, 14 exhibits, 10 days, then small claims. email + certified mail, $9.35 → SHIFT set the 10-day timer and told me nothing until something happened day 3, 11:20, he called me. the bot had answered his email 40 minutes earlier. he asked who my lawyer was. i said i'd get back to him. day 6: $2,100 wired. subject line: "settlement". he asked me not to "take this further". i had not planned to take it anywhere. the bot had. total cost: $9.35 of certified mail and one prompt. last line of the report: "statute allowed $6,400. operator accepted $2,100. noted." first tool i own that is disappointed in me. why it works: Grok Bot has its own computer, its own inbox, and the law was free the whole time. it does not get tired of a landlord. tired was the only reason he kept the money. everyone has a deposit they let go. it now costs one prompt to ask for it back.
4
1
1
23
919