Engineering-first robotics, AI, maker hardware, STEM, and creator technology reporting
Raspberry Pi AI projects can make local inference tangible for students, but classrooms need a validation checklist for cameras, data, latency, privacy, and failure logs.
Raspberry Pi AI Projects Need a Classroom Validation Checklist Read More
Accessibility switches are not just add-ons for inclusion. In classroom robotics, they force better thinking about input timing, mounting, debounce, safety, and interface design.
Accessibility Switches Can Make Classroom Robotics More Inclusive and More Engineering-Rigorous Read More
AprilTags can make classroom robot vision feel reliable, but small layout mistakes can break a demo. Use a repeatable checklist for placement, lighting, calibration, and logs.
AprilTag Layout Mistakes Can Break a Classroom Robot Vision Demo Read More
Camera calibration is not a one-time setup step. Classroom and lab robots need repeatable checks for mounts, focus, lighting, timestamps, and field targets before vision data can be trusted.
Robot Camera Calibration Should Be a Checklist, Not a One-Time Setup Read More
Raspberry Pi Press has released AI Projects with Raspberry Pi, a hands-on book that makes edge AI feel closer to a maker workbench than a cloud demo.
Raspberry Pi’s New AI Projects Book Puts Edge AI Back on the Workbench Read More
Power over Ethernet can simplify fixed cameras, timing views and lab monitoring for student robots — if teams plan cable length, switch power budget and labels before competition week.
PoE Camera Runs Can Make Student Robot Labs Easier to Debug Read More
Raspberry Pi’s LoRa device roundup is a useful reminder: field sensors need range, duty-cycle, power and gateway planning before a maker project leaves the bench.
LoRa Sensor Projects Need a Radio Plan Before They Leave Wi-Fi Range Read More
Matter and Thread make smart-home devices easier to mix, but sensor placement still depends on mesh reach, border-router location, battery behavior and disciplined testing.
Matter and Thread Sensor Placement Is a Lab Exercise, Not Just App Setup Read More
Better robot footage is not only about camera resolution. Portable LED placement, diffusion, color consistency, and battery planning can make field video useful for debugging.
Portable LED Lighting for Robot Field Video: A Practical Guide for Teams Read More
A buyer-style evaluation for robotics teams and maker labs choosing between action cameras, 360 cameras, and phones for field testing, demos, and failure analysis.
Action Camera, 360 Camera, or Phone for Robot Field Documentation? Read More