Interesting open robotics project for education and makers, to evaluate for maturity and support.
AI dev kits
AI robotics dev kits: learn, prototype, train
Dev kits are the most credible path for many engineers, schools and makers: lower risk than adult humanoids, stronger learning value, and often a more open software ecosystem.
For learning physical AI, a good arm or modular platform can be more valuable than an expensive humanoid bought too early.
Platforms to monitor
Open and modular tools before full humanoids.
Pollen / HF
EU platform
Reachy 2
French modular humanoid/dev platform to evaluate for labs, education and manipulation projects.
LeRobot
Open source
LeRobot SO-100
Low-cost learning path around imitation learning, datasets and manipulation experiments.
Hands and grippers become critical once manipulation is the goal, not walking.
Use cases
Where dev kits win.
Learning robotics AI
Teleoperation, datasets, imitation learning and policy evaluation are easier to teach on smaller platforms.
POC manipulation
A controlled arm project can validate business value before a mobile humanoid is justified.
Community content
Open-source dev kits create tutorials, experiments and repeatable learning loops.
Bybotix discipline
We favor hackability, documentation and support over spectacle.
What this page does
- Prioritize documentation, SDK and repairability.
- Separate low-cost experiments from professional training paths.
- Use the glossary to make technical vocabulary accessible.
What it does not claim
- Pretend a dev kit replaces an adult humanoid.
- Hide assembly, calibration or software effort.
- Recommend fragile kits to non-technical buyers.
Next step