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The latest News and Information on Observabilty for complex systems and related technologies.

Is your #observability always one step behind?

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Challenges in Kubernetes monitoring and how to overcome them

Kubernetes has revolutionized how organizations deploy, scale, and manage containerized applications, offering unprecedented efficiency and flexibility. However, the very characteristics that make Kubernetes so powerful—its dynamic, distributed, and ephemeral nature—also create significant challenges for monitoring. Without robust monitoring capabilities, organizations struggle to identify and resolve performance bottlenecks, optimize resource utilization, and maintain security.

How I Code With LLMs These Days

I first started using AI coding assistants in early 2021, with an invite code from a friend who worked on the original GitHub Copilot team. Back then, the workflow was just single-line tab completion, but you could also guide code generation with comments and it’d try its best to implement what you want. Fast forward to 2025. There’s now a wide range of coding assistants that are packed with features.

AI: Where in the Loop Should Humans Go?

AI is everywhere, and its impressive claims are leading to rapid adoption. At this stage, I’d qualify it as charismatic technology—something that under-delivers on what it promises, but promises so much that the industry still leverages it because we believe it will eventually deliver on these claims. This is a known pattern.
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Monitoring Cloud Foundry in SAP Business Technology Platform (BTP)

Cloud Foundry is possibly the most popular environment on SAP Business Technology Platform. When customers build applications with the SAP Cloud Application Programming (CAP) framework to extend SAP S/4HANA solutions and achieve a clean core, they typically deploy using Cloud Foundry. After the applications on Cloud Foundry go into productive use, they become business critical and that creates a need for observability in those applications and the platform. Monitoring of Cloud Foundry is now an essential requirement of SAP operations teams.

The Android Developer's Journey into Hardware Observability

In this article, I walk through how the growth of internal observability tooling for an AOSP device might look like, and the variety of pitfalls one might encounter as they scale from 1s to 10s to 1000s of Android devices in the field, based off my experience talking to AOSP developers and teams, and personally as an Android app developer working on AOSP hardware.