Thank You, FluxCD: How it helps us, and how you can use it too!

The second post in our “thank you” series. FluxCD is what takes “the desired state in git” and makes it true in our clusters, repeatedly. It’s the heartbeat behind our weekly releases. Read the full article on Causely Blog

2025-12-16 · Severin Neumann, Endre Sara, Thomas Kreeger · Publication · published on Causely Blog

When the Hunt Feels Good: Fixing the Incentives in Incident Response

Every on-call engineer knows the hunt: a late-night incident where you chase down a mysterious failure, clue by clue, until you finally pin down the culprit. There’s real craft in that work: staying calm, forming hypotheses, ruling things out, communicating clearly, and bringing customers back to safety. When it’s over, the afterglow is real: a mix of pride, relief, and the feeling of being useful when it mattered. And yet, the same incident that becomes a great story is rarely a great night. It costs sleep, weekends, and family plans. Most people don’t love the disruption. They love the moment when a hard problem finally makes sense. The trap is subtle: because the story is vivid and the relief is rewarding, the reactive hunt can end up feeling more visible than the quieter work that would have prevented the incident in the first place. ...

2025-12-16 · Severin Neumann · Publication · published on Technology.org

Drinking the OTel SODA: Send Observability Data Anywhere

With community-standard instrumentation and the OTel Collector, your metrics, logs, and traces are no longer trapped in a walled garden. Originally posted to the ClickHouse blog. Read the full article on ClickHouse Blog

2025-11-17 · Severin Neumann · Publication · published on ClickHouse Blog

Do You Even Need Kubernetes for Reliable Service Delivery?

Kubernetes has become the default backbone of cloud native architecture. But does it actually help you ship services more reliably, or is it just more moving parts?

2025-10-27 · Severin Neumann · Publication · published on Cloud Native Now

Thank You, Grafana: How Beyla Helped Us, and How You Can Use it Too!

By open-sourcing eBPF-based auto-instrumentation and then donating it as an OpenTelemetry BPF Instrumentation (OBI) project, Grafana didn’t just release code, they lowered the onramp for observability. Read the full article on Causely Blog

2025-10-07 · Endre Sara, Severin Neumann · Publication · published on Causely Blog

Reflections on APMdigests Observability Series — and Where We Go Next

Whether we call it APM or observability is bikeshedding. What really matters is ensuring systems deliver the service levels users expect. That’s where AI comes in. Read the full article on Causely Blog

2025-09-17 · Severin Neumann · Publication · published on Causely Blog

Automate Maintainer Tasks With GitHub Actions

Maintenance involves functional checks, servicing, repairing, or replacing necessary devices, equipment, machinery, building infrastructure, and supporting utilities This definition from Wikipedia aptly describes what we, as maintainers, do. A significant portion of our time is spent on upkeep. While some of this work is enjoyable, many tasks are tedious and exhausting. To alleviate this, we are exploring ways to automate some of these tasks. One popular option is incorporating GitHub Actions into our repository. ...

OpenTelemetry.io 2024 review

A comprehensive review of the OpenTelemetry.io website in 2024, covering achievements, milestones, and community contributions. Read the full article on OpenTelemetry Blog

2024-12-17 · Patrice Chalin, Tiffany Hrabusa, Severin Neumann · Publication · published on OpenTelemetry Blog

OpenTelemetry website goes multilingual!

We are happy to announce that the OpenTelemetry website is available in multiple languages! Localization teams have already started to translate website pages into Chinese, Japanese, Portuguese, and Spanish. Read the full article on OpenTelemetry Blog

OpenTelemetry in Focus: Wrapping Up a Successful 2023

A wrap-up of the successful OpenTelemetry in Focus series for 2023, highlighting key discussions and community engagement throughout the year. Read the full article on OpenTelemetry Blog