Engineering Notes

Technical writing on robotics software architecture, autonomy, and system design.

Just Another Automation Tool for Nav2? Not Really.

Why Nav2 tuning is a systems problem, not an automation problem — and how structured benchmarks, YAML-driven experiments, and parameter design improve naviga...

For: teams tuning mobile robot navigation

Designing a Scalable AMR + Manipulator Architecture

A practical guide to designing a scalable AMR + robotic arm architecture for warehouse automation, covering ROS2, MoveIt2, Nav2, MATLAB, and simulation-first...

For: teams designing AMR + manipulator systems for warehouse automation