Building Physical AI
Joined January 2022
- Tweets694
- Following416
- Followers142
- Likes3K
Aaron Misash retweeted
a very literal example of giving a small computer eyes
a Raspberry Pi in a moving car is turning the road into a live list of objects
each vehicle gets a label, a bounding box, and a confidence score as it appears in the camera feed
the useful loop is simple:
camera frame → vision result → local rule → physical or network action
the same pattern can run on a much smaller board. my ESP32 vision guide starts with the camera, then shows how to turn what it sees into a reaction
give your ESP32 eyes
Aaron Misash retweeted
Hot take:
If you're already paying for ChatGPT, Claude, Gemini, or Perplexity...
paying again for API tokens to automate them is a drag.
My dashboard currently shows:
• 11M tokens avoided
• $614.90 saved
• 87.7 hours recovered
AI ROI measured 👇
gptcha.in/leaderboard
Aaron Misash retweeted
Built a GPT-Chain that turns any topic into a meme:
topic → trend research → meme angle → captions → final image
Tested with:
Old school rap
No scrolling for hours.
No copy-paste.
One input, final creative asset.
Grab it for free: theveller.gumroad.com/l/atgg… ⚡
Aaron Misash retweeted
gpt chain v3.6.0 is live
new interface. rebuilt from scratch.
perplexity is back — 5 ai chats now.
one extension. no apis.
gptcha.in ⚡
Aaron Misash retweeted
The "10K Rule":
If you can organically build something to 10K subscribers, 10K email list, or $10K profit, then you are set for life.
Not for the audience or money specifically, but for the skills you develop on the way & the persistence required to get there.
Knowing you can do it gives you the confidence you can do anything in life.
Aaron Misash retweeted
Jeff Bezos in a 2008 talk for the startup accelerator Y Combinator...
One way to predict the future is to compare it to something similar from the past.
Aaron Misash retweeted
“Failure is an option here. If things are not failing, you are not innovating enough.”
— Elon Musk
Aaron Misash retweeted
please please please start reviewing your code.
one proper review from @coderabbitai could have saved this guy a LOT of pain.
google eventually waived the bill, but at first they straight up said no.
it only changed after public backlash.
this is exactly why reviews matter.
small mistakes can turn into massive problems.
ship fast, sure.
but review before you ship.
Aaron Misash retweeted
Vibe Coding is here — and it’s dominating.
85+ prototypes. $10K in a month.
All from one principle: every idea starts with a single GPT workflow.
Comment “VIBE” and I’ll DM you the custom GPT that turns any idea into a full MVP plan, PRD, and design guide.
Aaron Misash retweeted
We just made it official — our first GPT-Chain ambassador. ⚡
We met Weiss back when GPT-Chain was barely a prototype.
He saw the vision before anyone else, tested every update, and shared our obsession for AI workflows.
Now he’s leading our expansion across China and Malaysia.
Aaron Misash retweeted
🌱OFFICIAL KICKOFF & ONBOARDING CALL
For months, it’s been about the mission, planning and anticipation.
But today, it’s the beginning of the execution.
@invisiblgarden officially starts blooming with a kickoff call to onboard builders into the infinite garden.
Our Initiator @leolarav shared some key points, while builders explored project ideas that will push the boundaries of what’s possible with Ethereum, ZK, AI, and Cybersecurity.
Next stop: Buenos Aires🚀
