Monthly Wrap-Up for July 2026: Edge AI Beyond the Blueprint
📰 I. Seeed Wiki and Know-Hows
01. reComputer / Jetson
- Flash a PREEMPT_RT Linux Real-Time Kernel on Seeed reComputer Jetson with JetPack 6.2.1 (Jul 6) — A step-by-step guide on cross-compiling and flashing a real-time Linux kernel for Jetson platforms, enabling deterministic latency for robotics and industrial control applications.
- Deploy JoyAI-VL-Interaction on Jetson Thor (Jul 13) — Deploy a real-time video-language interaction system on NVIDIA Jetson AGX Thor, featuring a streaming VLM backend, browser-based WebUI, and long-context memory for single-GPU edge deployment.
- Rapid Prototyping on Jetson with NVIDIA Skills (Jul 13) — Learn how to rapidly prototype edge AI applications on NVIDIA Jetson using NVIDIA Skills—covering environment setup, device diagnostics, application development, validation, and packaging.
- JetPack 7.2 Wireless Module Setup Guide (Jul 20) — Installation and driver configuration guide for wireless modules under JetPack 7.2, helping users get Wi-Fi and Bluetooth connectivity up and running on Jetson devices.
- Industrial Vision Monitoring on Industrial (Jul 20) — An industrial vision AI reference solution demonstrating how to deploy computer vision models for factory-floor monitoring and quality inspection.
02. reTerminal
reTerminal E Series ePaper Display Work with LVGL (Jul 13) — Create a structured LVGL ePaper status panel with PlatformIO using reTerminal E1001 as the default target, with separate environments for E1002, E1003, and E1004.
03.Robotics (SO-ARM / reBotArm)
- Complete Training Guide for SO-ARM with AmazingHand (Jul 13) — Combine the SO-ARM101 follower arm with the AmazingHand dexterous hand and perform teleoperation using LeRobot—an end-to-end training and control tutorial.
- Simulating reBotArm through Isaacsim (Jul 13) — reBot-Isaacsim leverages NVIDIA Isaac Sim high-fidelity physics engine to replicate the kinematic characteristics and gripper coordination logic of reBotArm for control algorithm development and trajectory planning.
04.XIAO
- Seeed Studio XIAO nRF54LM20A Sense with Arduino (Jul 20) — Arduino development environment setup guide for the XIAO nRF54LM20A Sense, covering board support installation, library configuration, and first sketch upload.
05.reSpeaker
- reSpeaker Clip Control with Python (Jul 6) — Learn how to control the reSpeaker Clip programmatically using Python—covering audio capture, playback, and hardware interaction APIs.
06.SenseCraft AI
- Learn how to train Image Classification Models Online Quickly with SenseCraft AI (Jul 20) — A zero-code tutorial on training custom image classification models through the SenseCraft AI web platform—no machine learning expertise required.
08.SenseCAP / Meshtastic
- Get Started with MeshTracker X1 (Jul 20) — The essential getting-started guide for the MeshTracker X1, Seeed latest Meshtastic-compatible tracker device for off-grid location and communication.
🎬 II. Product & Service Showcases
01. From reComputer to Your Product: How Customization Helps Hardware Teams Deploy Faster
Every hardware team hits the same wall: the prototype works, but turning it into a market-ready product traditionally costs months. Seeed Fusion removes that bottleneck. By combining ODM expertise with lightweight customization—branded enclosures, pre-flashed images, modified I/O—we transform platforms like reComputer into your own product without starting from scratch. Here’s how one team went from validated edge AI vision to deployable, branded hardware in a fraction of the usual time. Discover More.
02.LoRa Modules: How to Choose the Right One for Your IoT Project
Choosing a LoRa module shouldn’t feel like navigating a maze of part numbers and frequency bands. Whether you’re building a battery-powered sensor network, a Meshtastic node, or a city-scale LoRaWAN deployment, the right module comes down to three questions: which chip, which interface, and which band.
In this guide, we break down Seeed’s Wio module lineup, and walk through the specs, power budgets, and regional regulations that actually matter when moving from prototype to production. Read more here.
03. The Ultimate Home Assistant Voice Control Guide (2026): 4 Best Ways to Setup
03.How the Wio-LR2021 will Reshape the Possibilities of IoT
The IoT triangle—range, power, and data rate—has always forced engineers to pick two. The Wio-LR2021 changes that. Powered by Semtech’s fourth-generation LR2021 chip, it unifies Sub-GHz and 2.4 GHz ISM bands in a single module, delivers LoRa-grade sensitivity down to -141.1 dBm, and pushes data rates to 2.6 Mbps via FLRC.
In this analysis, we break down how the LR2021’s multi-PHY architecture and ultra-low power design let you build one globally deployable radio platform—without the usual trade-offs. Read more.
👩💻 III. Product & Tech Updates
01.SenseCAP MeshTracker X1: A GPS Tracker That Can Message
Built for those who go beyond cellular coverage, MeshTracker X1 combines dual-band GPS positioning with Meshtastic-powered communication in a compact, card-sized design. Whether you’re exploring outdoors, joining events, or preparing for off-grid scenarios, it helps you stay connected when traditional networks are unavailable.
📡 Dual-band GPS positioning with Meshtastic communication
📐 Compact, card-sized design for everyday carry
🦅 Early Bird price of $42.90 — limited time only
Thank you for following along with our journey. The Early Bird offer won’t last forever — grab yours today and stay connected wherever you go. Find out more here.
02. reTerminal Sticky: The AI-Powered Note That Keeps What Matters Visible
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Family notes shouldn’t get buried in your phone. reTerminal Sticky is an AI-powered ePaper note that turns your voice into visible messages for everyone at home.
Don’t miss out — grab yours today and share your creative Sticky use cases with our Facebook community! More info. |
03. Seeed Studio x Armbian: Official Collaboration to Enhance Linux Support for Rockchip-based reComputer RK platforms
July 24, 2026 — Seeed Studio is excited to announce an official collaboration with Armbian, bringing enhanced Linux support and a more open-source software experience to the reComputer RK Series powered by Rockchip RK3576 and RK3588 processors.
Through this collaboration, developers and system integrators will benefit from improved software compatibility, optimized Linux images, and ongoing community-driven support for reComputer RK platforms, enabling faster development and deployment of edge AI applications.
04. Wio-S3 Module: Multi-Protocol Connectivity Powered by ESP32-S3 with Wi-Fi, BLE & LoRa
To simplify multi-protocol IoT development, Seeed Studio introduces the Wio-S3 Wireless Module, a compact and highly integrated solution that combines an ESP32-S3 MCU with an SX1262 LoRa transceiver. By integrating Wi-Fi, Bluetooth, and LoRa connectivity into a single module, Wio-S3 enables developers to build more flexible and scalable IoT devices with reduced hardware complexity.
Whether for smart agriculture, industrial monitoring, environmental sensing, or asset tracking, Wio-S3 provides a reliable wireless foundation for next-generation IoT applications. Read more.
05. Empowering Travel Safety with XIAO ESP32S3 Sense, Round Display for XIAO, and TinyML: AI-Driven Keychain Detection for Instant Alerts and Location Request
Introducing an AI-powered BLE Travel Emergency Assistant utilizing XIAO ESP32S3 Sense, Round Display for XIAO, and TinyML. Detect keychains for emergency alerts, notifying contacts via WhatsApp/SMS, with added functionality for requesting location info from the Maps API. Learn more.
06.reComputer J601 Carrier Board: A Compact Physical AI Platform for NVIDIA® Jetson AGX Thor™
Built for embodied AI development and production, reComputer J601 Carrier Board is a compact edge AI platform designed for NVIDIA Jetson AGX Thor, combining up to 2070 TFLOPS AI computing performance with robotics-focused connectivity for humanoid robots, robotic arms, and Physical AI applications. Discover more.
📚 IV. News & Event Highlights
01. Physical AI Project of the Month: Showcase Your Robot Innovations with reBot Arm & SO-ARM
We are launching Physical AI Project of the Month, a monthly community initiative for builders to showcase their robotics projects powered by reBot Arm and SO-ARM. From robot learning and vision-based manipulation to teleoperation and creative robotics experiments, we invite developers, researchers, and makers worldwide to share their work and inspire the Physical AI community. Share your projects now.
02.RSS 2026 Recap: Physical AI Moves Toward Reality, with Open Source Robotics Platforms Driving Innovation
At RSS 2026, Seeed Studio connected with researchers, developers, and robotics communities worldwide to explore the future of Physical AI. We showcased our latest robotics solutions, including reBot Arm B601, Reachy Mini, and NVIDIA Jetson-powered edge AI robotics platforms, demonstrating how open hardware and AI computing can accelerate robotics innovation. Learn more
03. We’ll be at Maker Faire Hannover 2026! Join Our Demos, Workshops, and a Call to Makers
Maker Faire Hannover is back on August 15–16, 2026, and of course, we will be there!
This year we’re proud to join as a partner of Maker Faire Hannover 2026, bringing a full showcase of open hardware, hands-on demos, and live workshops — everything you need to come play, tinker, and build alongside us. Find out more.
04.Fab City Launch the PlanetAI Index
At FAB26 (July 27 to 31, 2026), Seeed Studio joined forces with Fab City, Sensical, and the Meshtastic community to deploy an open, off-grid sensor mesh — the first working sensing layer for PLANETAI.
By combining Seeed’s SenseCAP with Meshtastic’s open-source LoRa protocol, the team built a distributed sensor network that operates entirely without internet or cellular connectivity, demonstrating how edge AI and community-driven mesh networks can create resilient, autonomous infrastructure for environmental monitoring and beyond. Find out more.
🤝 V.Community Spotlight
01. DIY Your Cat’s Smart Water Bowl with XIAO
02. TanenBase: A Nine-Year Beehive Monitor on One AA Battery
03. Earthquake Watch: Real-Time Global Seismic Monitoring on reTerminal E1001
A community member, Pradeep Logu, built a live earthquake dashboard on SenseCraft Seeedash that turns the reTerminal E1001 into a mission-control seismic monitor. Pulling real-time USGS data with zero code, it tracks global quakes over the last 24 hours — displaying magnitude, location, waveform, and event history on an ePaper-optimized interface. Built for educators, researchers, and emergency planners who need an always-on view of Earth’s activity. Find out more here
🎇 VI. Seeed For SDGs
01. Chaihuo MCV Hit the Road
Seeed Studio sent the Chaihuo MCV — a roving AI lab equipped with Seeed’s edge computing hardware and digital fabrication tools — on a 200+ day journey deep into China’s interior. At every stop, the MCV deployed open-source edge AI to tackle real-world agricultural challenges: running AI-powered tomato sorting and environmental monitoring entirely on local edge devices, without relying on cloud or cellular connectivity. The initiative demonstrated how Seeed’s open-source edge AI stack can bridge the gap between rural farming and industrial processing — optimizing quality control, reducing waste, and proving that autonomous AI infrastructure can operate effectively even in remote, network-limited environments. Learn our story!
0.2 Cliff Stability Project in UK
In a community-led collaboration with IoT consultancy Thingitude, Seeed Studio’s SenseCAP technology is powering a scalable, low-cost approach to climate resilience on the UK’s south coast. By deploying LoRaWAN-based sensor networks — including the SenseCAP S2120 weather station — a residents’ action group is building a real-time digital twin of an unstable coastal cliff, enabling early warning alerts and data-driven stabilization planning. The initiative directly supports UN Sustainable Development Goals 9, 11, and 13, offering a replicable, open model for landslip-prone communities to protect lives and infrastructure through accessible, sustainable IoT infrastructure. Read the case.
That’s all for today, thank you all for reading through this July Monthly Wrap-up in your spare time. (It is indeed a fruitful month!) If you wanna share what projects you’re working on, shoot us a tweet @seeedstudio, let us know on LinkedIn and Discord, or publish your project on our Project Hub on Hackster.
#Notes
If you’re new to this session, here is a brief intro. We have gotten dozens of requests over the years for a Seeed Monthly Newsletter. Although we already have a newsletter for weekly updates, we still need a place to host overall information about what’s happened on a monthly basis. It can offer an efficient and friendly way to get updated for the whole community. And that’s what we expect for our Seeed Monthly Wrap-ups. Instead of putting it as a subscribe-to-read format, we’re publishing them on our blog, so as to keep it as open and accessible as possible for the whole community. For each entry, we will cover awesome projects from the community, campaigns that we are running, new products, IIoT Solutions, and even secret recipes for prototyping and manufacturing.
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