PhyAgentOS

[PhyAgentOS @phyagentos]

If you’ve ever worked on robotics or embodied AI, you know this pain:

Paper: understood ✅
Environment: set up ✅
Real robot: ❌
— moves once… then dies.
Then the loop begins:
driver issues, version conflicts, ROS topics mismatch, reinstall everything…
A whole day gone, progress ≈ zero.
Switch to another robot?
Start over.
It’s not you.
It’s the stack.

We’ve been working on something to fix this:
👉 PhyAgentOS
An open-source system designed to pull developers out of “debugging hell”
and bring the focus back to intelligence itself.

What it changes:
⚡ From days to hours to get a robot running

🔁 Switch across robots without rewriting the whole stack
🤝 Multi-robot collaboration without chaos

🔍 Fully transparent decision process (no more black boxes)

In short: less glue code, more actual intelligence.

Our vision is simple:
Stop turning robotics into an endless loop of
“tune model → fix drivers → patch environment”

Instead:

👉 Build structured, understandable intelligent systems
👉 Enable robots to collaborate, learn, and evolve over time
👉 Lower the barrier so more developers can actually build in the real world
It’s fully open source — contributions welcome:
web page：https://t.co/RkU0AO55Iv
Github：https://t.co/HruhYGkmTZ
If you’ve ever felt:
“the paper works, but the robot doesn’t”

This might be for you.

#robotics #embodiedAI #AIagents #multiAgentSystems #roboticsOS #ROS #robotLearning #physicalAI #autonomousRobots #openSourceRobotics #AIroboticsDemo #robotControl #LLMrobotics #VLAmodel #simulationToReal #roboticsFramework

[PhyAgentOS @phyagentos]

Hackathon @Beta_ucb recap ⚡️
Built a bunch. Learned a ton.
Took home robot swag from the challenge 🏆
10/10 would do it again 🤖

[PhyAgentOS @phyagentos]

Paper works. Robot doesn’t.

If you’ve built robots, you know the pain:
drivers break, ROS topics mismatch, everything works… until it doesn’t.
We built PhyAgentOS to fix this.

👉 Hours to deployment, not days
👉 Multi-robot coordination out of the box
👉 Fully open-source

Web Page：https://t.co/RkU0AO55Iv
Github：https://t.co/HruhYGkmTZ

#robotics #embodiedAI #AIagents #multiAgentSystems #roboticsOS #ROS #robotLearning #physicalAI #autonomousRobots #openSourceRobotics #AIroboticsDemo #robotControl #LLMrobotics #VLAmodel #simulationToReal #roboticsFramework