Agentic development hinges on verification. For cloud-native software, that is a runtime problem.
Async agents are only useful if you can trust what they hand back. In a distributed system, that trust comes The post Agentic development hinges on ve…
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Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem
The OpenTelemetry (OTel) ecosystem provides us not only with a standard data format and transport mechanism for generating, processing, and The post V…
How Jaeger hit 8.6× compression on 10 million spans with ClickHouse
As someone who’s been maintaining Jaeger, I’ve watched users request ClickHouse support consistently over the past few years. With Jaeger …
After becoming cloud computing’s telemetry standard, OpenTelemetry graduates into the AI infrastructure era
The Cloud Native Computing Foundation (CNCF) on Thursday announced the graduation of OpenTelemetry, the open source observability framework that has T…
Why agent harnesses fail inside cloud-native systems
Coding agents perform better with a harness that gives them the tools, guidance, and feedback signals to know what to The post Why agent harnesses fai…
Cloud native application challenges: installing the walking skeleton
Editor’s note: This article is an excerpt from Chapter 1 of the Manning book, Platform Engineering on Kubernetes. This excerpt The post Cloud na…
Why Prometheus couldn’t see Cilium metrics at 2 a.m.
I still remember the first time we lost sleep over something that wasn’t a bug. It was a Tuesday. Grafana The post Why Prometheus couldn’t…
How Microsoft is governing thousands of Kubernetes clusters without manual intervention
Kubernetes is complicated; everybody knows it. Logically enough, Kubernetes deployed as a cluster of collected and coalesced instances at “fleet…
Kubernetes finally lands user namespace support, but shared kernel problem remains
Kubernetes shipped a long-awaited security feature last week: user namespace support for pods.  It may sound like an obscure feature The post Kub…