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October 20, 2026
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Author: TVG Editorial Team

Edge AI Software Forecast Puts Industrial Automation Back in the Latency Conversation
Tech News

Edge AI Software Forecast Puts Industrial Automation Back in the Latency Conversation

July 22, 2026 - by TVG Editorial Team - Leave a Comment

A new market forecast points to edge AI software growth in 2026. The engineering question is whether deployments can keep latency, updates and sensor data under control.

Edge AI Software Forecast Puts Industrial Automation Back in the Latency Conversation Read More
 wall-mounted access point, Ethernet patch panel, robot cart, camera tripod and labeled cable tags that are not readable, war
Maker Culture

Wi-Fi 7 Channel Planning for Garage-Lab Robots, Cameras and Maker Stations

July 21, 2026 - by TVG Editorial Team - Leave a Comment

Wi-Fi 7 can help a busy garage lab, but only if channel width, backhaul, device placement and fallback behavior are planned before robots and cameras compete for airtime.

Wi-Fi 7 Channel Planning for Garage-Lab Robots, Cameras and Maker Stations Read More
 unbranded USB-C cables, portable SSDs, dock, camera cage, cable tester and battery pack, natural daylight, no logos, no read
Maker Culture

USB4 v2 Cable and Dock Checklist for Field-Media Maker Teams

July 21, 2026 - by TVG Editorial Team - Leave a Comment

USB4 v2 promises very high bandwidth, but field-media reliability depends on cable markings, dock thermals, power delivery and whether the whole chain supports the same modes.

USB4 v2 Cable and Dock Checklist for Field-Media Maker Teams Read More
 small wheeled robot facing a printed checkerboard and ArUco board under soft side lighting, tripod camera, no logos, no read
Robotics & AI

Robot Camera Calibration Needs a Lighting Checklist, Not Just a Checkerboard

July 21, 2026 - by TVG Editorial Team - Leave a Comment

A clean calibration target is only part of robot vision setup. TVG explains the lighting, exposure and repeatability checks that make checkerboard and ArUco calibration data usable.

Robot Camera Calibration Needs a Lighting Checklist, Not Just a Checkerboard Read More
 small BLE beacons, cane handle prototype, doorway sensor, breadboard and enclosure parts, warm daylight, no labels, no logos
STEM Lab

Bluetooth 6.0 Channel Sounding Could Make Accessibility Projects More Location-Aware

July 21, 2026 - by TVG Editorial Team - Leave a Comment

Bluetooth 6.0 Channel Sounding is a promising distance-awareness feature for smart locks, wayfinding and assistive devices, but makers should treat it as a design input rather than magic location tracking.

Bluetooth 6.0 Channel Sounding Could Make Accessibility Projects More Location-Aware Read More
Editorial photo of a compact AI workstation test bench with a small form factor PC, external accelerator enclosure, power met
Tech News

AMD Advancing AI 2026 Gives Local-AI Builders a Compute Stack to Watch

July 21, 2026 - by TVG Editorial Team - Leave a Comment

AMD’s July 2026 AI event is not just a data-center story. For local-AI builders, the useful signals are software maturity, model deployment paths, power envelopes and what trickles down to workstations and edge systems.

AMD Advancing AI 2026 Gives Local-AI Builders a Compute Stack to Watch Read More
Timing gates, a camera tripod and a microcontroller data box arranged on an indoor track lane.
STEM Lab

Sports-Tech Timing Gates and High-Speed Video Can Become Serious STEM Measurement Labs

July 20, 2026July 24, 2026 - by TVG Editorial Team - 1 Comment

Timing gates, high-speed video and simple sensors can turn sports-tech curiosity into a STEM lesson about measurement error, calibration and repeatability.

Sports-Tech Timing Gates and High-Speed Video Can Become Serious STEM Measurement Labs Read More
A pushbutton debouncing test bench with microcontroller, oscilloscope probe and tidy wiring.
Robotics & AI

Robot Input Debouncing: Why Limit Switches Need Software Discipline Too

July 20, 2026July 24, 2026 - by TVG Editorial Team - Leave a Comment

Limit switches and buttons can make robots behave randomly when teams ignore bouncing, pull-ups and state machines. This guide turns input debouncing into a reliability checklist.

Robot Input Debouncing: Why Limit Switches Need Software Discipline Too Read More
Unbranded memory cards, a card reader and a portable SSD arranged in a field case.
Maker Culture

microSD, CFexpress or Portable SSD? A Field-Media Buyer Evaluation for Maker Teams

July 20, 2026July 24, 2026 - by TVG Editorial Team - Leave a Comment

A practical comparison of memory cards and portable SSDs for robot videos, drone documentation and maker-field media workflows, focused on reliability instead of spec-sheet bragging.

microSD, CFexpress or Portable SSD? A Field-Media Buyer Evaluation for Maker Teams Read More
A field video kit with capture dongle, HDMI cable, USB-C cable, monitor and camera cage.
Maker Culture

HDMI Capture Cards for Field Video: What Robot and Maker Teams Should Check

July 20, 2026July 24, 2026 - by TVG Editorial Team - Leave a Comment

A practical guide to choosing and testing HDMI capture cards for robot field video, workshops and creator documentation without treating every cheap dongle as production-ready.

HDMI Capture Cards for Field Video: What Robot and Maker Teams Should Check Read More

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TVG Report review-policy graphic explaining supplied products, independent conclusions, and verified results

Wonder whether a supplied review unit changes the verdict? You're right to ask. TVG Report discloses supplied products, keeps conclusions independent, and separates manufacturer claims from verified results. Our review policy: #ProductReviews

Sep 18, 2026 · 10:03 AM PT

View on XRead the review policy
TVG Report infographic over a 3D-printing workbench highlighting first-layer, profile, and fit checks before adjusting and reprinting

You can lose an evening to a drifting first layer, a bad profile, or a part that prints cleanly and still does not fit. TVG Report looks past headline speeds to the checks, tradeoffs, and repair paths makers actually need. #3DPrinting

Sep 17, 2026 · 10:18 AM PT

View on XExplore Maker Culture
DS18B20 debugging infographic showing the 85.0°C power-on value, a three-wire probe, and checks for conversion, CRC, and power

A DS18B20 at exactly 85°C may be power-on data—not heat. Trust it after conversion completes and CRC passes. Our guide maps power mode and w1_therm checks.

Sep 16, 2026 · 3:54 PM PT

View on XRead the DS18B20 guide
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