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Waveshare UGV Beast is an off-road robot with tracked wheels designed for Raspberry Pi 4 or 5 SBC handling AI vision and strategy planning, while an ESP32 sub-controller takes care of motion control and sensor data processing. If the design feels familiar, it’s because it’s a variant of the UGV Rover unmanned ground vehicle we covered in 2024, which replaces the six wheels of the original model with two continuous tracks, as found in military tanks, for better driving in difficult terrain. Waveshare UGV Beast specifications: Supported SBCs – Raspberry Pi 4B or Raspberry Pi 5 Multi-function driver board/sub-controller Main SoC – ESP32 wireless microcontroller with WiFi, Bluetooth, ESPNOW connectivity Motor drivers – 2x TB6612FNG chips Peripheral interfaces 4x motor control connectors 2x servo connectors Lidar USB (4-pin) and UART (USB-C) connectors 2x 4-pin I2C connectors Sensor – 9-axis attitude sensor (ICM20948) for image stabilization Misc – EN and user […]

The post UGV Beast – An off-road tracked AI robot built for Raspberry Pi 4/5 appeared first on CNX Software – Embedded Systems News.

AI agents are increasingly capable of reasoning and performing autonomous work over long periods. However, as agents take on more complex, longer-horizon tasks, keeping them supplied with the right information becomes the core engineering challenge. The industry is moving away from pre-loading context upfront toward a model where agents dynamically navigate and retrieve the data

The post Unlocking the Data Layer for Agentic AI with Simba Khadder appeared first on Software Engineering Daily.

I was disappointed when Apple launched a new Sports iOS widget last year without CarPlay support, but I’m pleased to report that’s changing this week. The latest Apple Sports update includes widget support in CarPlay, allowing you to follow live sports scores for your favorite teams or leagues all within the new widgets interface in […]

Ikea’s two dozen Matter-over-Thread devices have proved problematic since launch, but Samsung says its SmartThings platform now has it all sorted. If true, it means Ikea’s sensors and complex remotes should actually display correctly, function flawlessly, and plug directly into Samsung’s advanced home automation routines without any issues. To achieve this, Samsung says it has […]

If you’ve ever had the embarrassing displeasure of interrupting a Microsoft Teams meeting by accidentally hitting the “raise hand” feature, then I have some good news for you. Microsoft is redesigning its online meeting software, which will move the raise hand button from the main toolbar and allow users to personalize the controls displayed there. […]

Answers to each clue for the April 21, 2026 edition of NYT’s The Mini crossword puzzle.

In summary: Meta has hired five founding members of Thinking Machines Lab, the AI startup built by former OpenAI CTO Mira Murati, after she rejected a reported $1 billion acquisition offer. The most expensive individual hire, co-founder Andrew Tulloch, reportedly received a $1.5 billion package over six years. The talent raid is part of a […]

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Summary: John Ternus, Apple’s incoming CEO effective 1 September, is a 50-year-old mechanical engineer who reversed a period of declining product quality, personally lobbied for the creation of iPadOS, oversaw the Apple Silicon transition, and now controls products generating roughly 80% of Apple’s revenue. His leadership style prioritises systemic problem-solving over blame, but critics note […]

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The Dutch startup, the only company offering a dedicated commercial solution for quantum chip testing, raised a €3M extension to its June 2025 seed round from the European Innovation Council Fund. The accompanying MAX Partnership Programme gives quantum chip makers a structured way to shape the next generation of OrangeQS’s high-throughput test equipment. OrangeQS, the […]

This story continues at The Next Web