INSIGHTS

Engineering Blog From the Field

Technical writing for engineers - deep dives into embedded Linux, RDK-B, machine learning at the edge, and robotics from the teams that build these systems every day.

Raspberry Pi 5 vs Raspberry Pi 4: A Performance Deep-Dive for Embedded Developers Embedded Systems

Raspberry Pi 5 vs Raspberry Pi 4: A Performance Deep-Dive for Embedded Developers

A rigorous hardware comparison of the Raspberry Pi 5 and Pi 4 across CPU, GPU, memory bandwidth, I/O, and real-world …

8 min read Oct 11, 2024 Worksprout Team
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Anomaly Detection Systems: Catching Infrastructure Failures Before They Happen Machine Learning

Anomaly Detection Systems: Catching Infrastructure Failures Before They Happen

Detect slow degradation and unusual patterns before threshold alerts fire—using multivariate anomaly detection on telemetry.

7 min read Mar 29, 2025 Worksprout Research Team
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Banana Pi M5: An Embedded Linux Developer's Evaluation Guide Embedded Systems

Banana Pi M5: An Embedded Linux Developer's Evaluation Guide

Hands-on evaluation of the Banana Pi M5 for embedded Linux development — hardware capabilities, BSP quality, Yocto support, and where …

7 min read Nov 20, 2024 Worksprout Team
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IoT Protocol Integration in RDK‑B: MQTT, Zigbee, and Z‑Wave RDK and Broadband

IoT Protocol Integration in RDK‑B: MQTT, Zigbee, and Z‑Wave

A practical guide to bridging home automation protocols inside an RDK‑B gateway while keeping security and performance under control.

9 min read Mar 12, 2025 Worksprout Research Team
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RDK-B Architecture: Building Open-Source Broadband Gateways at Scale RDK and Broadband

RDK-B Architecture: Building Open-Source Broadband Gateways at Scale

A technical deep-dive into the RDK-B software stack — its layered architecture, key components, and how service providers use it …

12 min read Jul 30, 2024 Worksprout Team
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Yocto Project: Building a Production‑Ready Custom Linux Image Embedded Systems

Yocto Project: Building a Production‑Ready Custom Linux Image

From layer layout to reproducible builds—how to produce a minimal, secure rootfs for embedded devices.

10 min read Feb 28, 2025 Worksprout Research Team
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