IoT Blog Written By Experts For Experts

Insights from Foundries.io on IoT device management, security, partners & more

Docker Containers, OTA Updates

OTA Updating ML Models With Compose Apps

Photo of Mykhaylo Sul

Posted on May 20, 2026 by Mykhaylo Sul

7 min read

In the previous post, we converted an Arduino® App into a self-contained Compose App and showed how it can be managed and updated over-the-air (OTA) across a device fleet through FoundriesFactory™ and fioup. As more embedded applications rely on ML inference, keeping their models updated efficiently and reliably becomes increasingly important.

Photo of Mykhaylo Sul

Posted on May 14, 2026 by Mykhaylo Sul

10 min read

In our previous post, we introduced an approach for building and managing IoT applications, where applications are packaged as Compose Apps, managed via FoundriesFactory, and operated on-device using composectl and fioup. In this post, we apply the same approach to Arduino® Apps on UNO Q devices.

Photo of Igor Opaniuk

Posted on May 13, 2026 by Igor Opaniuk

15 min read

Yocto Project™ is a collaborative, open-source project that provides templates, tools and methods to help developers create custom embedded Linux® based systems, giving teams control over what goes into a product image, from the toolchain and packages to board-specific integration.

Docker Containers, OTA Updates

fioup: OTA Updates for Compose Apps

Photo of Mykhaylo Sul

Posted on Apr 20, 2026 by Mykhaylo Sul

8 min read

In the previous post of this series - Compose Apps for IoT: Why They Matter and How ComposeCtl Helps we explored how to package, publish, pull, and run Compose Apps in a consistent and reproducible manner

Photo of Mykhaylo Sul

Posted on Mar 26, 2026 by Mykhaylo Sul

9 min read

Building containers for embedded systems, edge, or IoT devices can be tricky.

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Posted on Mar 11, 2026 by Brendan Wood

11 min read

Gateway management is difficult because combining high availability expectations, long operational lifetimes and update complexity serve to amplify configuration and vulnerability debt over time.

Photo of Raul Muñoz

Posted on Feb 12, 2026 by Raul Muñoz

16 min read

Embedded Linux® security is a continuous process across development, deployment, and maintenance.

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Posted on Dec 12, 2025 by Raul Muñoz

11 min read

Welcome back for the grand finale of our Arduino UNO Q Elf Detector Series!

Photo of Raul Muñoz

Posted on Dec 11, 2025 by Raul Muñoz

10 min read

Welcome back to our Arduino UNO Q Elf Detector Series! In Part 3, we deployed a virtual tree that changed colors using audio classification . But it isn't enough to get by virtual stand-ins .

Photo of Raul Muñoz

Posted on Dec 10, 2025 by Raul Muñoz

15 min read

Welcome back to our Arduino UNO Q Elf Detector Series! Last night, my worst fear came true ‐ I pulled out the Christmas decorations, and half the ornaments were gone . Vanished !