Don't Wrap OpenTelemetry — You're Probably Hurting More Than Helping
There’s a pattern I’ve seen across many teams adopting OpenTelemetry, and it’s well-intentioned every single time. An engineer wants to make things easier for the team. They bui...
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There’s a pattern I’ve seen across many teams adopting OpenTelemetry, and it’s well-intentioned every single time. An engineer wants to make things easier for the team. They bui...
On June 12, 2026, the OpenTelemetry Specification project merged PR #5138, deprecating OpenCensus compatibility requirements in the specification. This change updates the specif...
Today, the Cloud Native Computing Foundation (CNCF) announced that OpenTelemetry has graduated. Graduation is an important milestone for the project and reflects the strength of...
OpenTelemetry is gaining traction in manufacturing and other legacy environments as organizations explore modern observability approaches. However, applying these practices in t...
Your AI agent just took 45 seconds to answer a simple question. Was it the model? A slow tool call? A retry loop? Every time an application calls an LLM, a chain of model calls,...
It’s not uncommon for end users adopting OpenTelemetry to, at some point in their journey, ask themselves: “Why is this stuff so complex?”. Full adoption normally requires under...
Dynamic Resource Allocation (DRA) has fundamentally changed how platform administrators handle hardware accelerators and specialized resources in Kubernetes. In the v1.36 releas...
Following the graduation of Pod-Level Resources to Beta in v1.34 and the General Availability (GA) of In-Place Pod Vertical Scaling in v1.35, the Kubernetes community is thrille...
OpenTelemetry is vast. The Java agent alone includes over 240 different auto-instrumentations. The Collector has hundreds of components. Python, JavaScript, Go, and .NET each ha...
On behalf of SIG Node, we are pleased to announce updates to the Memory QoS feature (alpha) in Kubernetes v1.36. Memory QoS uses the cgroup v2 memory controller to give the kern...