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# Observability Articles | Ankra Blog

Canonical: https://ankra.ai/blog/tag/observability

5 articles on Observability from the Ankra blog: practical guides on Kubernetes, GitOps, and platform engineering.

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# Observability

5 articles tagged with Observability.

[Observability](https://ankra.ai/blog/tag/observability)  [Kubernetes](https://ankra.ai/blog/tag/kubernetes)  [Stacks](https://ankra.ai/blog/tag/stacks)

[## Parseable on Kubernetes: Your Logs and Metrics, in Your Own Bucket](https://ankra.ai/blog/parseable-on-kubernetes)

Run Parseable on your own Kubernetes cluster with one Ankra stack profile. Logs and metrics land as Parquet in an S3 bucket you own, for about €6.50 a terabyte.

[Mattias Åsell](https://ankra.ai/blog/author/mattias-asell)

November 13, 2026

11 min read

[Observability](https://ankra.ai/blog/tag/observability)  [Kubernetes](https://ankra.ai/blog/tag/kubernetes)  [Stacks](https://ankra.ai/blog/tag/stacks)

[## Our Logging Stack Worked For Two Years. It Was Also Shipping Logs As Admin.](https://ankra.ai/blog/stack-that-worked-for-the-wrong-reason)

We turned a production OpenSearch stack into a reusable Ankra stack profile. The parameterisation exercise turned into an audit, and it found credentials that went nowhere, a security config that was never applied, and a retention policy pointed at every index in the cluster.

[Mark Shine](https://ankra.ai/blog/author/mark-shine)

September 3, 2026

9 min read

[Observability](https://ankra.ai/blog/tag/observability)  [Comparisons](https://ankra.ai/blog/tag/comparisons)  [Kubernetes](https://ankra.ai/blog/tag/kubernetes)

[## Prometheus vs VictoriaMetrics: When the Default Stops Being the Answer](https://ankra.ai/blog/prometheus-vs-victoriametrics)

Prometheus is the right first monitoring stack for almost everyone, and the wrong last one for a growing minority. An honest comparison of the two, the cardinality wall that forces the question, and how to run either (or both) on Ankra.

[Mark Shine](https://ankra.ai/blog/author/mark-shine)

June 23, 2026

10 min read

[Observability](https://ankra.ai/blog/tag/observability)  [Comparisons](https://ankra.ai/blog/tag/comparisons)  [Kubernetes](https://ankra.ai/blog/tag/kubernetes)

[## Kubernetes Logging in 2026: Elasticsearch, OpenSearch, Loki, or Just Renting It from Your Cloud](https://ankra.ai/blog/kubernetes-logging-solutions-compared)

Every logging decision is secretly one question: how much of your log data do you index? A working comparison of Elasticsearch, OpenSearch, Grafana Loki, and cloud services like GCP Logs Explorer, with real pricing math and a decision framework.

[Mark Shine](https://ankra.ai/blog/author/mark-shine)

June 19, 2026

9 min read

[AI](https://ankra.ai/blog/tag/ai)  [Observability](https://ankra.ai/blog/tag/observability)  [Kubernetes](https://ankra.ai/blog/tag/kubernetes)

[## AI Incident Management: From Alert to Resolution in Minutes](https://ankra.ai/blog/ai-incident-management)

Stop drowning in alerts. Learn how Ankra's AI-powered incident management delivers root cause analysis and actionable fixes directly to Slack, reducing debugging time from hours to minutes.

[Mark Shine](https://ankra.ai/blog/author/mark-shine)

January 17, 2026

6 min read