Donatello

master yourself ~ AI, systems, experiments ~ dm for collabs

[Donatello @DonatelloXPro]

https://t.co/gjuzvz7YpY

[Donatello @DonatelloXPro]

ARE YOU F*CKING KIDDING ME.

3 MIT GRAD STUDENTS GAVE THEIR WHOLE BUSINESS TO 3 AI SEATS...

THEN FOUND 3 PLACES WHERE THE SETUP BREAKS IN UNDER 2 DAYS.

break 1 sits in openai dots. it keeps memories, and the only way to delete 1 of them is a full reset of everything

break 2 sits in grok bots. every bot runs on 1 shared computer with 1 shared set of logins, so 1 bad click reaches all of them

break 3 sits in jev 1.13. it routes 10,000 decisions a day and still can't count to 3 or tell which of 2 dates comes first

the fix took 3 lines of rules

1. the counting and date ladder lives in plain code, so jev never does math

2. the version gets pinned to jev-1.13.0, so 1 silent update can't change how it routes

3. the whole stack runs 2 days in shadow mode, deciding everything and touching nothing, before it gets real access

you hand an ai your inbox on day 1 and find the holes on day 30

map where each seat breaks, cover it with code, and run 2 days in shadow before the bots touch anything real ↓

[Donatello @DonatelloXPro]

https://t.co/gjuzvz7YpY

[Donatello @DonatelloXPro]

ALTMAN'S DOTS + MUSK'S GROK BOTS GAVE ME BACK 7 HOURS A DAY...

EVERY DAY. I ONLY PRESS APPROVE NOW.

my day used to be 8 hours across 5 tabs: 2.0 in the inbox, 1.8 on support, 1.6 chasing leads, 1.3 on docs, 1.3 on socials

now openai dots eats all 5 first. every email, every lead, every doc, every ticket, every mention goes into 1 queue

jev takes the queue and asks 1 question per task: is it urgent. no goes to the ai. yes comes to me

money, contracts and anything risky hit a guardrail with my name on it. 0 of them move without my yes

grok bots run the rest 24/7. replies, posts, follow-ups

every email answered. every lead followed up in under 2 minutes. a brief on my desk at 08:00. 3 posts a day out on brand

8 hours went down to 1. 87% of my workday is gone

you still spend 2 hours a day in your inbox and call it work

let 1 ai collect, 1 decide, 1 execute, and keep only the hour where money needs your yes ↓

[Donatello @DonatelloXPro]

https://t.co/gjuzvz7YpY

[Donatello @DonatelloXPro]

@Beyzikx under radar combo

[Donatello @DonatelloXPro]

@AImonreal real treasure

[Donatello @DonatelloXPro]

@Mason33xbt Deep strategy, really cool

[Donatello @DonatelloXPro]

@alpha404ai Yes, it is

[Donatello @DonatelloXPro]

A 19-YEAR-OLD ECON STUDENT CUT HIS AI BILL FROM $2,250 TO $6.30 A MONTH...

SAME 10,000 DECISIONS A DAY. 357X CHEAPER PER CALL.

his bot answers one kind of question all day: yes or no. refund or not, route or not, flag or not

10,000 of those a day on gpt-6 astra comes to $2,250 a month at list api prices

gpt-6.1 sol brings it down to $450. still a phone bill for a dorm room

jev does the same 10,000 yes/no calls for $6.30 a month

the math behind it: 500 input tokens per decision, a 50-token verdict, list prices on every model

you pay a frontier model rent to say "no" 10,000 times a day

keep the big model for the thinking and give every yes/no to the small one that costs pennies ↓

[Donatello @DonatelloXPro]

https://t.co/gjuzvz7YpY

[Donatello @DonatelloXPro]

WHAT THE F*CK.

AN ONLINE STORE JUST HANDLED 142 REFUNDS IN ONE DAY AND THE OWNER OPENED 0 OF THEM...

JEV MADE 1,800 DECISIONS FOR 5 CENTS.

every refund request lands in the support inbox and jev reads it first: route, fraud risk, urgency

under $50 and risk under 0.5, the gate sends it to auto refund and a grok bot logs into the carrier portal and sends the label

08:18. order #48130, return for $27. auto, confidence 0.94. label out, customer emailed

08:22. order #48133, refund for $640. jev flags it with 0.89 confidence and the gate kicks it to a human

that human is you. $500 and up or risk 1.5 and up, nothing else reaches your desk

3 tickets crossed that line all day. 142 never did

the same 1,800 decisions on gpt-6 astra would have cost $15.30. jev did them for $0.05

openai dots runs the shift and drops a p&l summary at 17:00

you still answer "where's my return label" emails by hand at midnight

put one gate in front of your inbox, let the bots refund everything small and keep only the $500 calls for yourself. save this before you write another label by hand ↓

[Donatello @DonatelloXPro]

https://t.co/gjuzvz7YpY

[Donatello @DonatelloXPro]

@Mason33xbt Yeah, I am curious

[Donatello @DonatelloXPro]

JEV + GROK BOTS + 11 LINES OF PYTHON NOW DECIDE WHICH WORK EVER REACHES YOUR DESK...

ONE LEAD HIT 0.91 CONFIDENCE AND NO HUMAN EVER SAW IT.

the whole thing lives in one file called https://t.co/hyl6UskF4o. 11 lines, one import, one function

jev 1.13.0 reads every incoming item and answers 2 questions: where it should go and how risky it is

risk at 1.5 or above goes straight to you. no override, no second opinion

route confidence under 0.6 falls back to a dot for another pass

lead_042 came in first. route bot, confidence 0.91, risk 0.4. a grok bot picked it up, ran the research and wrote the draft

contract_v3 came in right after. risk 1.8. the gate stopped it and put it in front of you with 2 options: approve or reject

2 items, 2 routes, and the human only touched the one that could actually hurt

you still open every message yourself just to find out which ones matter

write one gate with 2 thresholds this weekend, let the bots take everything below them and keep only the dangerous calls for yourself ↓

[Donatello @DonatelloXPro]

https://t.co/gjuzvz7YpY

[Donatello @DonatelloXPro]

@Sprytixl 6.12 really cheap

[Donatello @DonatelloXPro]

@Mason33xbt Cute combination of spiders and dots :D i like it

[Donatello @DonatelloXPro]

@Quantex0x What a spider meta >< it`s crazy :D

[Donatello @DonatelloXPro]

@lostinazeroy Opus with Sonnet? Isn`t better to combine with others?

[Donatello @DonatelloXPro]

@noisyb0y1 Spider build looks crazy

[Donatello @DonatelloXPro]

@alpha404ai What a crazy model combination? I like it

[Donatello @DonatelloXPro]

@thegreatest_sv Insane bot building, copy it

[Donatello @DonatelloXPro]

HIS AORTA RUPTURED INTO HIS LUNG

Then he started coughing up blood

An 84-year-old man with a history of complex aortic disease came to the ER with sudden haemoptysis and rapid respiratory and haemodynamic deterioration

CT angiography showed the source

A chronic type B aortic dissection extended through the descending thoracic aorta

At the mid-descending aorta, the false lumen had ruptured

Arterial contrast was leaking directly into the adjacent left lower lung

There was also a partially thrombosed pseudoaneurysm measuring about 69 × 59 mm

The left lower lobe and lingula were nearly collapsed

Ground-glass opacities and pleural effusions surrounded the damage

The diagnosis was an aortopulmonary fistula

A rare and catastrophic communication between the aorta and lung

Surgery or endovascular repair can sometimes be attempted

In this case, the anatomy and operative risk left no viable intervention

Imaging guided a palliative approach

The blood in his airway wasn't coming from the lung itself

It was coming from the aorta

1543 ↔ now

[Donatello @DonatelloXPro]

HIS BOWEL WAS DYING FROM THE INSIDE

And at first, it looked like an obstruction

A 50-year-old man with diabetes, coronary artery disease and a long smoking history came in after 8–10 days of abdominal pain, vomiting and constipation

Ultrasound suggested small bowel obstruction

CT angiography showed something far more dangerous

A clot was blocking the superior mesenteric artery about 5 cm from its origin

Beyond the blockage, the terminal branches no longer filled with contrast

Long segments of small bowel showed severely reduced blood flow

Some areas stopped enhancing completely

Then CT found the complication

The bowel wall had already broken down

Small pockets of air and bowel contents were trapped in the mesentery

A contained perforation

There was no massive free air

No portal venous gas

No obvious pneumatosis

But the bowel was already necrotic

Surgery confirmed transmural necrosis and perforation

The dead segment was removed and an ileostomy was created

The first clue looked mechanical

The real emergency was vascular

1543 ↔ now