shirosignal

AI insider

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[shirosignal @shirosignal]

@hayatomaruu 90% is a pretty striking number if that reflects the engineering org broadly

[shikamaru @shikamarutsai]

Andrej Karpathy spent 8 years at OpenAI and Tesla.

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

Prompts → Agents → Graphs → Loops→ Harness

People spend $15k on bootcamps that teach less than this.

You probably don't have 2 hours right now.

Don't let it vanish from your feed.

Watch it, then read the full Opus 5.5 harness engineering guide ↓

[shirosignal @shirosignal]

@shikamarutsai funny how the hardest part of using agents keeps shifting toward the system around them

[shirosignal @shirosignal]

SpaceXAI engineer Nick Miller (ex-Cursor):

"99% open one Grok Bot and call it automation.

I run 25+ bots with a Chief of Staff, PM, QA, and 15+ workers."

In this 30-minute demo, he shows how to turn one bot into a coordinated team

Grok Bot → Chief of Staff → PM → QA → Workers

More bots don't make a team. Handoffs and verification do

Worth more than most $1000 agent engineering courses

Bookmark and watch it today

Then read full guide for Grok Bot Engineering below ↓

[beamnxw ./ @beamnxw]

Founders using Grok Bot are already one step ahead of you

Give your one-person company an AI workforce

Reduce routine outsourcing and reclaim founder time

Copy the full Grok Bot harness below ↓ https://t.co/V9wcsNtwQM

[shirosignal @shirosignal]

@beamnxw Claude Code + Remotion = bangerr

[shirosignal @shirosignal]

@tsukiema_ worth watchin!

[shirosignal @shirosignal]

@hayatomaruu how do they keep the loop from repeating the same mistake?

[shirosignal @shirosignal]

@shikamarutsai agents are getting performance reviews from their own agents heh

[shirosignal @shirosignal]

@beamnxw how consistent are the results when you reuse the same components across different products?

[shirosignal @shirosignal]

@kaivectorf how does the chief of staff decide which agent gets each task?

[shirosignal @shirosignal]

SpaceXAI engineer Lauren Tan:

"99% of people use only a fraction of GrokBot's potential

They run one agent without loops or graphs

I run an autonomous team of 20+ GrokBot agents - a Chief of Staff, a PM, and specialized workers

That’s the new engineering stack"

GrokBot → Chief of Staff → PM → Specialized Workers → Autonomous Agent Team

In a 54-minute workshop, Lauren shows how to build a powerful agent team from scratch

Single Agent → Loops → Graphs → Autonomous Fleet

Worth more than most $1,000-$2,000 agentic engineering courses

Bookmark and watch it today

Then learn how to build your own GrokBot gang

[beamnxw ./ @beamnxw]

Founders using Grok Bot are already one step ahead of you

Give your one-person company an AI workforce

Reduce routine outsourcing and reclaim founder time

Copy the full Grok Bot harness below ↓ https://t.co/V9wcsNtwQM

[shirosignal @shirosignal]

SpaceXAI engineer, Lauren Tan:

"I'm running 40+ GrokBot agents with /loop, /goal, inside pstack. My bots shipping code even when I sleep

at SpaceXAI, 85% of our engineers running 10+ GrokBot agents as a team. I have a Chief of Staff agent, it knows other agents and manages everything"

in a 1-hour workshop, a SpaceXAI engineer revealed how to build a team of GrokBot agents from scratch

worth more than a $500 agentic engineering course

watch today, then read the article on how to build a team of GrokBot agents from scratch

[beamnxw ./ @beamnxw]

Founders using Grok Bot are already one step ahead of you

Give your one-person company an AI workforce

Reduce routine outsourcing and reclaim founder time

Copy the full Grok Bot harness below ↓ https://t.co/V9wcsNtwQM

[shirosignal @shirosignal]

@beamnxw a full studio in one workflow is wild....

[shirosignal @shirosignal]

SpaceXAI engineer, Lauren Tan:

"Last month I created 1,000 GrokBot agents. This month we're only on the 12th and I'm already at almost 800

I woke up today and 20 agents had already landed. My agents auto-merge them, and they were good. I really don't look at the code anymore"

in a 1-hour session, SpaceXAI engineer breaks down how she went from babysitting every agent output to a fleet that ships while she sleeps

Verification → Evals → Cloud Agents → CI → Auto-merge

it's worth more than any $500 agentic engineering course

skip Netflix and watch it today, then read how to build the same agent fleet in one click in the article below ↓

[beamnxw ./ @beamnxw]

Founders using Grok Bot are already one step ahead of you

Give your one-person company an AI workforce

Reduce routine outsourcing and reclaim founder time

Copy the full Grok Bot harness below ↓ https://t.co/V9wcsNtwQM

[shirosignal @shirosignal]

@mentalium_ hidden gems

[shirosignal @shirosignal]

@hayatomaruu how does the chief agent decide what gets delegated?

[shirosignal @shirosignal]

@yorunexis 300 agents waking up and choosing violence every morning haha

[shirosignal @shirosignal]

SpaceXAI engineer Lauren Tan:

"I run 20+ GrokBot agents with /loop and /goal inside pstack

They ship code while I sleep

At SpaceXAI, 85% of engineers already run teams of 10+ GrokBot agents

My Chief of Staff knows every bot and coordinates the whole system"

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

In a 1-hour workshop, Lauren walks through building a GrokBot agent team from scratch

Research → Code → Review → Ship

Worth more than most $2,500 agent engineering courses

Bookmark and watch it today

Then read the full guide to building your own GrokBot agent team below ↓

[beamnxw ./ @beamnxw]

Founders using Grok Bot are already one step ahead of you

Give your one-person company an AI workforce

Reduce routine outsourcing and reclaim founder time

Copy the full Grok Bot harness below ↓ https://t.co/V9wcsNtwQM

[shirosignal @shirosignal]

@kaivectorf i def use it correctly😎