Engineering Notes

Technical notes, design decisions, and lessons learned from work on robotics software, simulation, autonomy, and developer tooling.

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