◆ Blog
Robotics, AI, community, governance — perspectives from building at the edges.
From Python scripts to distributed robotics middleware — the honest journey through ROS2's conceptual layers, lifecycle nodes, and why DDS will make you question your life choices (before it sets you free).
A defense of chaos. How 48-hour sprints produce more genuine innovation per dollar than most corporate R&D budgets — and what that tells us about how humans actually learn to build.
We built PublicAI Pulse to show that AI governance is fundamentally a design problem. The sliders that control bias and transparency are not metaphors — they are decisions being made right now.