Operations | Monitoring | ITSM | DevOps | Cloud

Observability for distributed IoT systems: reducing alert fatigue through modular architecture

Many distributed IoT teams hit the same wall at roughly the same stage. The fleet grows, telemetry coverage improves, dashboards multiply, and on paper the system becomes more visible. In practice, the operating picture often gets harder to read. There are more alerts to review, more exceptions that do not fit existing runbooks, more cases where someone has to cross-check device state against backend logs and integration behavior by hand. What starts to slip is not only response speed, but confidence. The team sees more signals, yet feels less sure which ones matter and which ones can wait.

Is a College Degree Still Worth It for Learning IoT and Emerging Technologies

Figuring out whether a college degree is still the smartest path for learning IoT and other fast moving tech fields can feel overwhelming. Bootcamps, online courses, and self guided learning seem to pop up everywhere, promising quicker paths into the workforce. At the same time, traditional universities continue to update their programs to keep pace with connected devices, AI, and automation. The truth sits somewhere in the middle. A degree is still valuable, but the reasons why have shifted.

TraceExporter for VS Code

Percepio TraceExporter for VS Code makes it easy to export Percepio TraceRecorder snapshots during your debug session and open them directly in Percepio Tracealyzer. This is applicable for embedded systems based on Zephyr, FreeRTOS, SafeRTOS, Cesium, ThreadX or PX5, or using TraceRecorder’s “Bare Metal” option. The extension is currently provided in a Beta version as a downloadable.vsix file.

AWS IoT Greengrass comes to Ubuntu Core

London, February 3, 2026 — Canonical and AWS are pleased to announce the release of the new snap for AWS IoT Greengrass, making the deployment of your IoT solutions easy and seamless all the way from silicon to the cloud. With the AWS IoT Greengrass agent now available as a snap package from the Canonical Snap Store, Ubuntu Core has become the ideal operating system for all your AWS IoT edge workloads and data ingress.

The Hidden Architecture of Autonomy: How Skydio Drones Think, See, and Connect

Summary In today's Coredump Session, François Baldassari and Chris Coleman sit down with Ross Yeager, VP of Device Platform Software at Skydio, to explore how autonomy is reshaping modern robotics and what it takes to build drones that can truly think for themselves. Ross shares his journey from Boosted Boards to Skydio, unpacking how the company pioneered fully autonomous flight, built a vertically integrated manufacturing operation in California, and created a foundation that blends cutting-edge software and hardware.

IoT Sensor Data into Graylog: A Lab Guide

Graylog has always been associated with log management, metrics, SIEM and security monitoring—but it’s also a great tool for creative, low-cost experiments in a home lab. I wanted to use it for real-world sensor data, so I built a DIY temperature and humidity monitor using an ESP-WROOM-32 development board and a DHT22 sensor.

Wireless Devices: Simplifying Transportation Management with IoT Solutions

IoT fleets bring big gains, but they also widen the attack surface. This article looks at how transportation teams can protect connected vehicles and data while still using real-time insights. It explains core safeguards like end-to-end encryption, TLS links, device-level checks, and role-based access. You will also find notes on audits and compliance, plus why monitoring matters after rollout. The second half reviews market trends, from AI-based analytics and autonomous vehicle support to edge computing and emissions tracking.

Top Companies Specializing in IoT Software Development

The Internet of Things often sounds abstract until you witness it in action. A sensor flags a failing pump before it breaks. A truck reroutes itself around traffic. A hospital bed reports patient movement in real time. That seamless flow of data is powered by software that runs quietly in the background, connecting devices, networks, and analytics. Building such systems is complicated. IoT software operates at the intersection of hardware, networks, and cloud services, while users expect it to work flawlessly. When a system fails, the impact is tangible: downtime, lost inventory, safety risks.

Why Monitoring the Physical Environment Matters: From Data Centers to Factory Floors

Physical environment monitoring is the practice of measuring and tracking environmental conditions that directly affect equipment, people, and operational continuity. While digital systems dominate modern operations, physical conditions still determine whether those systems perform reliably or fail unexpectedly. A single temperature spike, humidity imbalance, or power fluctuation can undo layers of software redundancy.