Engineering-first robotics, AI, maker hardware, STEM, and creator technology reporting
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
Raspberry Pi AI projects can fail for storage reasons. This TVG buyer guide explains when a microSD card is enough and when a USB SSD belongs in the classroom kit.
MicroSD Card or USB SSD for Raspberry Pi AI Projects? Read More
Matter improves smart-home interoperability, but it does not fix bad sensor placement. Use this checklist for mounting, mesh coverage, battery access, latency, and automation tests.
Matter Sensors Still Need Good Placement: A Smart Home Lab Checklist Read More
Arduino Core on Zephyr 0.90.0 is officially stable and leaving beta, giving advanced Arduino projects a more serious RTOS path while raising new expectations for classroom documentation and testing.
Arduino Core on Zephyr Leaves Beta, Raising the Stakes for Classroom RTOS Projects 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
E-bike and scooter charging is a transportation-tech workflow, not a lifestyle detail. Garage maker labs should plan outlets, cable routing, chargers, storage, and supervision before adding more batteries.
E-Bike Charging Belongs in the Garage Lab Plan, Not on a Random Outlet Read More
TVG Report explains usb-c hub or thunderbolt dock? a field kit buying guide with practical engineering context, risks, source links, and what builders.
USB-C Hub or Thunderbolt Dock? A Field Kit Buying Guide Read More
Snapshots help a maker lab recover from accidental changes, but they are not a full backup plan. Treat them as one layer alongside off-site copies and restore tests.
NAS Snapshots Are Not Backups: A Maker Lab Storage Guide Read More
Intel and Google Cloud expanded their AI collaboration around Gemini Enterprise. The important engineering question is how enterprises govern, connect, and verify AI agents across real workflows.
Intel and Google Cloud Push Gemini Deeper Into Enterprise AI Operations 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