John Engineer

[savip. @savipww]

seven days ago i handed six Grok bots $89 and one rule: cover your own subscription or i pull the plug

they closed yesterday at $7,769.14

a $180,000 analyst seat does the same job for $15,000 a month. mine runs on a $300 token bill and it does not sleep, does not call in sick, and does not argue when the exit rule fires

yesterday i was not even watching. the meme side took $836 on Robinhood memes, the books took $567 across eighteen of them, $6,366.13 into $7,769.14

→ CHIEF stands the world server up and never touches a position
→ SCAN ranks launches on holder growth, never on price
→ VET killed 19 of them in one day on wallet concentration alone
→ BOOK only enters a book when the gap beats 8 percent
→ SIZE clamps every ticket at 6 percent of the book
→ FILLS never sells into a whale, that rule cost me $434.17 to learn
→ RISK closes when six hour volume drops under 20 percent of the daily average

that last one is the whole thing. six trades went red yesterday across both sides and i never saw any of them, every one was cut inside sixty seconds

so how long does it take you to close a loser you still believe in? that number is your real edge, not the winners

the desk pays for itself before it pays me. that was the only instruction it ever needed

i wrote the full setup out, it is the guide below. all seven prompts paste ready, the exact API calls each seat makes, and the two places a desk like this breaks silently

bookmark it before your next entry

[Sarvesh Shrivastava @bloggersarvesh]

How life feels when you realize this Grok Bot article is enough to make your first million dollars

[Anatoli Kopadze @AnatoliKopadze]

SpaceXAI just dropped the best 1 hour course on Grok Bot agents i've ever seen, from one prompt to a full 24/7 system.

2:15 - build your first agent
6:52 - give each agent a job
16:51 - make them work 24/7
31:50 - run a whole team at once
52:18 - a system that runs itself

Worth more than any $600 course you'll find on AI agents.

Watch it, then go further with the full Grok Bot breakdown below, ready-to-copy prompts included.

[Codez @0xCodez]

SpaceXAI engineer, Lauren Tan:

"99% of people using GrokBot just for 1% of its real power. They run 1 agent without "loop" & "graph"

I'm running a team of 20+ GrokBot agents, fully autonomous. I have a Chief of Staff agent, a PM agent and 20+ workers - that's the new stack of engineer"

In a 1-hour session, a SpaceXAI engineer showed how to build a team of effective AI agents from scratch

this is worth more than a $500 agentic engineering course

watch this workshop today, then read how to build a fleet of GrokBot agents in the article below

[John Engineer @SilentGameOne]

ICP may have stumbled into an unusually good architecture for AI agents
This may ultimately be more important than the blockchain use case.
A conventional AI agent has a major problem:
It needs to understand:
Where is the database?
Which API should I call?
How do I authenticate?
Where is the backend?
What permissions do I have?
How do I change the application?
ICP has begun standardizing applications specifically so an AI agent can discover this itself.
The current developer documentation describes an agent being handed nothing more than:
https://t.co/nP9h4EEsRR
and automatically discovering:
what canisters comprise the application,
their interfaces,
how they behave,
how to query their data,
and how to operate with the signed-in user’s permissions.
That is very significant.
It’s essentially trying to make the Internet Computer:
a machine-readable operating environment for autonomous software agents.
This connects directly with Caffeine, OpenSaaS and Cloud Engines.

[John Engineer @SilentGameOne]

ICP may have stumbled into an unusually good architecture for AI agents
This may ultimately be more important than the blockchain use case.
A conventional AI agent has a major problem:
It needs to understand:
Where is the database?
Which API should I call?
How do I authenticate?
Where is the backend?
What permissions do I have?
How do I change the application?
ICP has begun standardizing applications specifically so an AI agent can discover this itself.
The current developer documentation describes an agent being handed nothing more than:
https://t.co/nP9h4EEsRR
and automatically discovering:
what canisters comprise the application,
their interfaces,
how they behave,
how to query their data,
and how to operate with the signed-in user’s permissions.
That is very significant.
It’s essentially trying to make the Internet Computer:
a machine-readable operating environment for autonomous software agents.
This connects directly with Caffeine, OpenSaaS and Cloud Engines.

[John Engineer @SilentGameOne]

ICP may have stumbled into an unusually good architecture for AI agents
This may ultimately be more important than the blockchain use case.
A conventional AI agent has a major problem:

It needs to understand:
Where is the database?
Which API should I call?
How do I authenticate?
Where is the backend?
What permissions do I have?
How do I change the application?
ICP has begun standardizing applications specifically so an AI agent can discover this itself.
The current developer documentation describes an agent being handed nothing more than:
https://t.co/nP9h4EEsRR
and automatically discovering:

what canisters comprise the application,
their interfaces,
how they behave,
how to query their data,
and how to operate with the signed-in user’s permissions.

That is very significant.
It’s essentially trying to make the Internet Computer:
a machine-readable operating environment for autonomous software agents.

This connects directly with Caffeine, OpenSaaS and Cloud Engines.
@dominic_w

[hunter @hxxntrr]

My buddy's LLC has 6 employees, a warehouse, and $340,000 in revenue

None of that is real

The LLC exists. Registered with the state. Has an EIN. Has a Chase business checking account with $1,000 sitting in it

The 6 employees? That's what he typed on the Amex application under "number of employees." They don't verify. Nobody called the warehouse. Nobody checked payroll. Nobody asked for a single receipt

The $340,000 in revenue? That's what he projects he'll do. Not what he's done. Banks ask for "annual business revenue" and most people assume that means current. It doesn't. It means what you reasonably expect. He reasonably expects $340,000 because he's about to have $250K in capital to deploy

He applied in this order: Chase first because they pull Experian. Amex second because they do a soft pull for existing cardholders. Capital One third because they pull TransUnion. US Bank last because they pull Equifax. Each bank saw a clean bureau that hadn't been hit yet

Total approved: $247,000 at 0% APR across 7 cards in 11 days

Is this fraud? No. Lying on a credit application is fraud. Projecting future revenue on a card that asks for projected revenue is filling out the form as designed. Banks wrote the question this way on purpose because they want to approve you. Their quarterly lending quotas depend on it

He used the $247K to buy inventory for a real business that now actually does generate revenue. The projection became the truth 5 months later

The bank handed a guy with zero revenue a quarter million dollars because he knew how to fill out a form and most people are too honest about how small they are to ask for what they actually need

If your business card application says "annual revenue" and you put $12,000 because that's what you did last year, you just told the bank to give you a $12,000 limit

He told them the number he was building toward. They gave him the capital to build it

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.

[John Engineer @SilentGameOne]

Caffeine solves an important part of the problem by making application creation dramatically easier. Open SaaS can give agents reusable business capabilities to assemble and remix.

But the larger opportunity is making the entire ICP stack just as invisible and machine reliable.

Cursor and Origin are moving toward autonomous software creation and operation. If those agents can also provision Cloud Engines, deploy, manage cycles and funding, enforce permissions, monitor health, upgrade safely and recover automatically, ICP becomes much more than an AI app platform.

The deeper goal could be:

AI creates with Caffeine or Cursor, Open SaaS provides the capabilities, and ICP handles the full execution environment underneath with almost no human infrastructure work.

That could let agents use ICP even when the developer barely understands ICP at all.
the question is how quickly DFINITY can push the rest of the stack toward the same level of abstraction Caffeine is already bringing to app creation.