A few years ago, the observability landscape was fragmented. Every vendor and open-source community had its own standard—OpenTracing, Prometheus, OpenCensus—each addressing part of the visibility ...

The collection of user data has become a contentious issue for people worldwide. Fortunately, Canonical has shown how it can be done right. Telemetry: the in situ collection of measurements or other ...

AI coding agents such as Claude Code, Codex CLI, Cursor, and Claude Cowork run on developer laptops, CI jobs, cloud environments, where they edit files, run commands, and call outside tools. Beacon, ...

Opinions expressed by Digital Journal contributors are their own. In an era where reliable, data-centric systems have become important to both consumer and enterprise settings, the complexity of ...

In today’s rapidly evolving observability and security use cases, the concept of “shifting left” has moved beyond just software development. With the consistent and rapid rise of data volumes across ...

With the increasing importance of observability in digital operations, businesses need to ensure the reliability and relevance of their telemetry data in order to maintain system and application ...

Telemetry pipelines may sound like a complex and relatively new concept, but they’ve been around for a long time. Telemetry pipelines play a crucial role in harnessing the power of telemetry data; ...