Best robotics project methodologies tools in 2025

Open Source Robotics Foundation (OSRF)

Open-source frameworks for designing and simulating robotic systems.

Incredibots

Build and test custom robots in a creative gaming environment.

Duckietown.org

Learn robotics and AI through hands-on experiences.

KINEXON AI

Automated asset tracking and workflow management solution.

AiScribbler

Custom panels and controls for industrial automation and safety.