Demystifying AI routing live with community boards. A must-listen podcast with the @DeepPCB team!
We recorded an episode of Altium's OnTrack podcast with Zach Peterson
Nabil and I walked through how @DeepPCB works. There's a reinforcement learning router underneath, and Cooper sits on top of it, reading your board and getting your design intent into the file before anything gets routed
The boards weren't ours. We received three from Zach's community and routed them. On the one we started from scratch on air, Cooper's first observation was that the ground and power layers were typed as signal. That's the setup gap behind most of the "autorouters don't work" you hear: route that board as it stands and you get traces where you wanted a copper pour
We also spent time on what we don't do (yet). We'd rather say it someone else's podcast is easier than it sounds, because the alternative is a customer finding out for themselves
These tools change the designer's job. They don't remove the need to know (1) something about PCB design, or at least (2) what you're trying to achieve
Cooper does not just flag the anomaly. It names the cause and applies the fix
Your anomaly list tells you what's broken but never what to do about it
Ask Cooper. It names the cause and fixes what it can
The better the models behind it get, the more of the work it takes. The routing stays in @DeepPCB
Try Cooper
🤖 Cooper is live: your layout expert, on demand.
It checks your board before @DeepPCB routes it.
Upload a board. Cooper tells you what’s wrong before you route, fixes it once you confirm, then drives the engine.
96% mean completion, DRC-clean.
It flags it. It fixes it. Done.
Try it now: bit.ly/4vnMzfN
#ElectronicsEngineering #PCBDesign #PCBLayout #AIAgent #DeepPCB #Hardware
Native AI routing right inside KiCad. Game changer.
Want your board directly routed with AI in KiCad?
DeepPCB just dropped a KiCad plugin.
Get started in 2 steps:
Install from the Plugin Manager
Add your API key & hit Start Routing
Check out our blog: bit.ly/49WlmIk
#PCBDesign #KiCad #EDA
Come for the live demo at PCB East!
We're at PCBEast 2026 next week 👋
Booth 207 · DCU Center, Worcester MA · April 29
Live demo of the full DeepPCB platform. One clean workflow. No manual iterations. No DRC violations.
Also dropping: limited print copies of The PCB Issue by @DecisiveAgents. First come, first served.
Free to attend, register at bit.ly/4cj97r7
See how combining Deep RL and LLMs can route thousands of PCB connections in hours instead of days
⏳ 𝟭 𝘄𝗲𝗲𝗸 𝘁𝗼 𝗴𝗼 𝗯𝗲𝗳𝗼𝗿𝗲 𝗚𝗔𝗜𝗡 𝗠𝗲𝗲𝘁𝘂𝗽 #𝟭𝟰 🇫🇷
DeepPCB on stage: 𝗔𝗽𝗿𝗶𝗹 𝟮𝟴 📍 𝗣𝗮𝗿𝗶𝘀 🗓️ 𝟲:𝟯𝟬 𝗣𝗠
Deep RL + LLMs for PCB design. Hundreds of components, thousands of connections, real manufacturing constraints. Days to hours.
𝗦𝘁𝗲𝗳𝗮𝗻𝗼 𝗖𝗮𝗹𝗼𝗻𝗶 breaks down the production architecture.
⚠️ 𝗟𝗮𝘀𝘁 𝘀𝗲𝗮𝘁𝘀: bit.ly/4cqvIkj
My bot CoacAI ranked first in the classic track microRTS competition @ieee_cog 2020 🥳
1
2
Source code can be found on my github github.com/Coac/coac-ai-micr…
1
1
Happy to see that my bot stayed strong🥇at #CoG2019
teapaw.org/cog2019ieee/status/116…
Thanks for the competition aCat!
My agent took the 1st place at the #CEC2019 Strategy Card Game AI Competition 🏆. You can check the details and leaderboard here, incuding source code jakubkowalski.tech/Projects/…
How to detect Super Smash Bros characters using Tensorflow detection API
coac.github.io/posts/2019-04… 🤖
#SSBU #DeepLearning
The detection was done from a small sequence of this video youtu.be/eYUohOTqn7g
If you want to use your own sample or reproduce this, checkout my python implementation github.com/Coac/wave-functio… It supports 1D, 2D and 3D data 😇
1
1
A ready to use fluentd-influxdb-grafana with docker-compose 📦github.com/Coac/fluentd-infl…














