Holy f*ck. A Google engineer on the future of AI engineering:
"Build a harness that runs self-improving agentic workflows for you around the clock with loops and graphs - this is the new job!
At Google, 90% of engineers already run dozens of agentic workflows inside their harnesses. This is what the next era of engineering looks like"
In this 1-hour conversation, he explains how to move from prompting individual agents to building systems that keep working and improving.
Context → Tools → Loops & Graphs → Verification → Feedback
The job doesn't end when an agent gives you an answer. The harness checks the work and feeds failures into the next attempt.
Worth more than 10 paid agent engineering courses.
Bookmark and watch today.
Then follow the harness engineering guide below to build your own self-improving agent system ↓
Holy f*ck. A Google engineer on the future of AI engineering:
"Build a harness that runs self-improving agentic workflows for you around the clock with loops and graphs - this is the new job!
At Google, 90% of engineers already run dozens of agentic workflows inside their harnesses. This is what the next era of engineering looks like"
In this 1-hour conversation, he explains how to move from prompting individual agents to building systems that keep working and improving.
Context → Tools → Loops & Graphs → Verification → Feedback
The job doesn't end when an agent gives you an answer. The harness checks the work and feeds failures into the next attempt.
Worth more than 10 paid agent engineering courses.
Bookmark and watch today.
Then follow the harness engineering guide below to build your own self-improving agent system ↓
This is f*cking wild. SpaceXAI lead engineer (ex-Cursor):
"99% of people still use GrokBot like Google. I run 20+ Grok cloud agents with a Chief of Staff, a PM and 15+ workers, and they never clock out"
In just 20 minutes, this engineer breaks down how to turn a single GrokBot into a team that works around the clock.
GrokBot → Chief of Staff → PM → Workers → Autonomous Fleet
A Chief of Staff agent plans the day and assigns each task.
A PM agent breaks down the work and reviews everything the workers deliver.
Anyone can chat with one GrokBot. Very few build a team that keeps working while they're asleep.
More useful than most $1,000 agentic engineering courses.
Watch it today, then follow the full harness engineering guide below before everyone else starts catching up ↓
This is f*cking wild. SpaceXAI lead engineer (ex-Cursor):
"99% of people still use GrokBot like Google. I run 20+ Grok cloud agents with a Chief of Staff, a PM and 15+ workers, and they never clock out"
In just 20 minutes, this engineer breaks down how to turn a single GrokBot into a team that works around the clock.
GrokBot → Chief of Staff → PM → Workers → Autonomous Fleet
A Chief of Staff agent plans the day and assigns each task.
A PM agent breaks down the work and reviews everything the workers deliver.
Anyone can chat with one GrokBot. Very few build a team that keeps working while they're asleep.
More useful than most $1,000 agentic engineering courses.
Watch it today, then follow the full harness engineering guide below before everyone else starts catching up ↓
Anthropic engineer:
"At Anthropic, we don't just run loops and graphs anymore
We build harnesses"
In this 42-minute session, she explains how the Claude team builds a harness from the ground up.
Context → Tools → Agent Loop → Verification → Feedback
The harness gives every run what it needs, verifies the output, and uses failures to improve the next attempt.
If this were a $1,000 course, people would call it one of the best agent courses of the year.
It's completely free.
Save it and watch today.
Then use the step-by-step guide below to build your first harness ↓
This is f*king wild. SpaceXAI engineer Lauren Tan:
"I'm running 30+ GrokBot agents with /loop, /goal, inside pstack. My bots shipping code even when I sleep
at SpaceXAI, 90% 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 this 1-hour workshop, she walks through how to build a team of GrokBot agents from the ground up.
More useful than a $650 agentic engineering course.
Watch it today, then read the full guide to building your own GrokBot team in the article below ↓