imperia

content creator | ai developer

imper ai

[imperia @impreiaxbt]

Andrej Karpathy spent 8 years at OpenAI and Tesla

Last week, he condensed everything he knows into one free 2-hour lecture

Agents → Loops → Harness → Self-Improving Systems

People pay $25K for bootcamps that teach less than this

This lecture beats most paid AI engineering courses

You probably don't have 2 hours right now

Don't let this disappear from your feed

Bookmark and watch it

Then read the article below

[rari @0xwhrrari]

https://t.co/3ANIWs48lJ

[imperia @impreiaxbt]

Anthropic hired this engineer at $250K–$750K a year because he knows how to build harnesses for multi-agent systems

In a 15-minute workshop, he shows exactly how to build one from scratch

AI → Agents → Harness → Loops → Graphs

step 1 → start with the Claude Agent SDK — the harness handles loops, context, and sandboxing

step 2 → separate the brain from the hands — reasoning in one place, tools in a sandbox, 60% faster to first token

step 3 → run it server-side and log every step — close your laptop and it keeps running, crashes resume from the log

step 4 → make failure cheap — retry dead sandboxes and replay lost context instead of starting over

step 5 → turn yesterday's logs into new memory and skills — the harness wakes up smarter

Anthropic calls this "dreaming"

Most people spend weeks building this by hand

You don't have to

Bookmark and watch it

Then read the full harness engineering guide below ↓

[imperia @impreiaxbt]

Anthropic hired this engineer at $250K–$750K a year because he knows how to build harnesses for multi-agent systems

In a 15-minute workshop, he shows exactly how to build one from scratch

AI → Agents → Harness → Loops → Graphs

step 1 → start with the Claude Agent SDK — the harness handles loops, context, and sandboxing

step 2 → separate the brain from the hands — reasoning in one place, tools in a sandbox, 60% faster to first token

step 3 → run it server-side and log every step — close your laptop and it keeps running, crashes resume from the log

step 4 → make failure cheap — retry dead sandboxes and replay lost context instead of starting over

step 5 → turn yesterday's logs into new memory and skills — the harness wakes up smarter

Anthropic calls this "dreaming"

Most people spend weeks building this by hand

You don't have to

Bookmark and watch it

Then read the full harness engineering guide below ↓

[rari @0xwhrrari]

https://t.co/3ANIWs48lJ

[imperia @impreiaxbt]

SpaceXAI engineer Lauren Tan:

"I'm running 20+ GrokBot agents with /loop and /goal inside pstack

My bots ship code while I sleep

At SpaceXAI, 85% of engineers already run 10+ GrokBot agents as a team

One Chief of Staff agent knows every bot and manages the entire system"

GrokBot → /loop → /goal → Chief of Staff → Agent Teams

In a 1-hour workshop, Lauren shows how to build a full GrokBot team from scratch

Research → Code → Review → Ship

Worth more than most $1,500 agent engineering courses

Bookmark and watch it today

Then read the full article on building a GrokBot agent team from scratch

[imperia @impreiaxbt]

SpaceXAI engineer Lauren Tan:

"I'm running 20+ GrokBot agents with /loop and /goal inside pstack

My bots ship code while I sleep

At SpaceXAI, 85% of engineers already run 10+ GrokBot agents as a team

One Chief of Staff agent knows every bot and manages the entire system"

GrokBot → /loop → /goal → Chief of Staff → Agent Teams

In a 1-hour workshop, Lauren shows how to build a full GrokBot team from scratch

Research → Code → Review → Ship

Worth more than most $1,500 agent engineering courses

Bookmark and watch it today

Then read the full article on building a GrokBot agent team from scratch

[rari @0xwhrrari]

https://t.co/GoJ0DWB7Ve

[imperia @impreiaxbt]

SpaceXAI just released a free 1-hour GrokBot workshop:

"Three engineers start with nothing

And leave with a working company"

Prompt → GrokBot → Agent Roles → Product → Autonomous Company

04:10 - Build your first bot from scratch
28:38 - Give agents real work
44:20 - Run a product without a PM
52:25 - Build the founder's stack and start shipping

Matt Palmer → Lauren Tan → Roshan Sadanani → Real Product

They start from zero and build a working company live

Worth more than most $1,500 agentic engineering courses

Bookmark and watch it tonight

Then read the full article below

[imperia @impreiaxbt]

SpaceXAI just released a free 1-hour GrokBot workshop:

"Three engineers start with nothing

And leave with a working company"

Prompt → GrokBot → Agent Roles → Product → Autonomous Company

04:10 - Build your first bot from scratch
28:38 - Give agents real work
44:20 - Run a product without a PM
52:25 - Build the founder's stack and start shipping

Matt Palmer → Lauren Tan → Roshan Sadanani → Real Product

They start from zero and build a working company live

Worth more than most $1,500 agentic engineering courses

Bookmark and watch it tonight

Then read the full article below

[rari @0xwhrrari]

https://t.co/GoJ0DWB7Ve

[imperia @impreiaxbt]

SpaceXAI engineer:

"99% of people use GrokBot like Google

Only 1% are running swarms of self-learning GrokBot agents

I'm running 100+ agents in a loop

I have a Chief agent and PM agents managing the entire team"

GrokBot → Chief Agent → PM Agents → Agent Swarms → Self-Learning Systems

In this 30-minute workshop, a SpaceXAI engineer shows how to get maximum value from GrokBot at minimum cost

This is worth more than most $1,000 vibe-coding courses

Bookmark it and watch today

Then read how to build self-improving GrokBot systems in the article below

[Mori @0xjmori]

Grok Bot could be the operating layer AI agents have been missing.

It can use tools, run routines and coordinate other agents with minimal supervision.

In this article, I show you how. https://t.co/zsznjlGC3m

[imperia @impreiaxbt]

Andrej Karpathy spent 8 years working at OpenAI and Tesla

Last week, he compressed everything he knows into one free 2-hour lecture

People spend $15K on bootcamps that teach less than half of this

You probably don't have two hours to watch it right now

Just don't let it disappear from your feed

Save it, watch it later, then read the guide below and build your first loop

[Mori @0xjmori]

Grok Bot could be the operating layer AI agents have been missing.

It can use tools, run routines and coordinate other agents with minimal supervision.

In this article, I show you how. https://t.co/zsznjlGC3m

[imperia @impreiaxbt]

Anyone can build an AI agent in 60 minutes.

Stanford just released a free course on building AI agents from scratch.

0% → 00:00 - build your first AI agent
75% → 48:17 - create AI agents without writing code
100% → 54:39 - learn how people build $100K+/month businesses with agents

While you're scrolling, someone else is learning the skills Anthropic pays top engineers up to $750K/year for.

Watch it, then use the guide below to build your first agent that can prompt itself.

[Lunar @LunarResearcher]

https://t.co/X1bBruM26X