Technical Insights & Field Results
Perspectives from embedded engineering projects — technical deep-dives and anonymized outcomes from real engagements.

Building a Cross-Platform IO-Link Master Driver for Linux
How we wrote an upstream-style Linux kernel module for IO-Link master transceivers — with clean SPI integration, device tree bindings, and cross-SoC portability across ARM platforms.
Articles

Deploying a CoAP Gateway on AWS with Terraform
Infrastructure-as-Code for provisioning the cloud backend of a CoAP-based IoT architecture — VPC networking, EC2 compute, ECR container registry, and automated deployment with Terraform.

JetPack 7.2 Orin Nano Upgrade Troubleshooting
Practical guidelines and resolution steps for common upgrade roadblocks, partition structure issues, and bootloader failures encountered when upgrading NVIDIA Jetson Orin Nano modules to JetPack 7.2.
Use Cases
FOTA & Remote Management for a Connected Logistics Tracker
How we implemented firmware-over-the-air, remote configuration, and log collection for a US logistics tracking platform — replacing a manual update process and optimizing for low-power devices.
Replaced manual end-user firmware process with remote FOTA, configuration management, and log collection — fully integrated with the operator's cloud platform and optimized for low-power devices.
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