Tag:kubernetes
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DevOps & SRE Weekly Digest — 2026-10-14
Weekly DevOps and SRE digest, Oct 7 – 14 2026 — containerd security patch day (2.4.2/2.3.7/2.2.10/2.0.14), second Grafana patch wave (13.2.4/13.1.8/13.0.11/12.4.13), Vault 2.1.2 security release, Terraform v1.16.6, Rook v1.21.0, OpenTelemetry Collector v0.163.0.
Deploying Spring AI Applications to Kubernetes
Updated:Deploy Spring AI applications to Kubernetes — containerization, secrets for API keys, autoscaling, health probes, and production-ready YAML manifests.
Kubernetes Toolset: The Essential Ecosystem Explained
Updated:A breakdown of the Kubernetes ecosystem — container orchestration, GitOps, ML pipelines, and LLM inference across 21 essential tool integrations.
MLflow vs Kubeflow: Enterprise MLOps Architecture Guide
Updated:A production-grade MLflow vs Kubeflow comparison — architecture, Ubuntu installation, Kubernetes deployment patterns, security, and top GitHub projects.
Python, TensorFlow & PyTorch: Enterprise AI Stack Guide
Updated:Build a production AI stack with Python, TensorFlow, and PyTorch — installation, GPU setup, distributed training, model serving, and security practices.
DevOps & SRE Weekly Digest — 2026-09-30
Weekly DevOps and SRE digest, Sep 23 – 30 2026 — OpenTofu v1.13.0 GA, Kubernetes patch day (v1.37.1/v1.36.5/v1.35.9/v1.34.12), containerd CVE-2026-53493, Grafana security patch day, Prometheus 3.15.0 GA, Tempo 3.1.0 GA.
DevOps & SRE Weekly Digest — 2026-09-23
Weekly DevOps and SRE digest, Sep 16 – 23 2026 — OpenTofu v1.13.0-rc1 with WinRM removal, Terraform v1.16.4, Backstage v1.55 breaking changes, Prometheus 3.15.0-rc.1 WAL corruption fix, Vault v2.1.1 and Packer v1.16.1 security patches, Istio patch day.
DevOps & SRE Weekly Digest — 2026-09-16
Weekly DevOps and SRE digest, Sep 9 – 16 2026 — Terraform v1.16.3 and v1.17.0-beta1, Grafana 13.2.2 security patches (three CVEs), Helm v4.3.0 / v3.22.0 with Helm 3 EOL date, cert-manager v1.21.2 security hardening, Argo CD 3.6.0-rc1.
DevOps & SRE Weekly Digest — 2026-09-02
Weekly DevOps and SRE digest, Aug 26 – Sep 2 2026 — Kubernetes 1.37 GA, Terraform 1.16.0 GA, Grafana 13.2.1 security fixes (CVE-2026-12704, CVE-2026-14199), Flux v2.9.5, OTel Collector v0.160.0.
DevOps & SRE Weekly Digest — 2026-08-19
Weekly DevOps and SRE digest, Aug 12–19 2026 — OpenTofu security patches, Terraform CVE-2026-14978, Grafana 13.2.0, Prometheus 3.14.0, OTel Collector v0.159.0.
AI Backends: Cosmo Federation & Apollo Subgraphs on EKS
How AI features reshape backend architecture — a WunderGraph Cosmo federated router, Apollo Server 4 subgraphs on EKS, DynamoDB, and OpenSearch.
Cost-Effective Azure Kubernetes Security Stack (2026)
Build a cost-effective security platform on AKS with ACR and GitHub Actions CI/CD — Trivy, Falco, Checkov, Kubescape, Grafana, and Dependabot.
Qovery: Kubernetes Deployment on Your Own Cloud Account
A comprehensive guide to Qovery — Heroku-level simplicity on your own AWS, GCP, or Azure account. Covers setup, adoption, use cases, and pricing.
Azure Kubernetes: Automated GitOps Pipelines with ArgoCD
Move from manual kubectl deploys to automated GitOps on AKS with ArgoCD — app-of-apps setup, sync policies, rollbacks, and CI pipeline integration.
Kubernetes Monitoring: Grafana, Prometheus, Loki & Alloy
Set up Kubernetes observability with Grafana Alloy, Prometheus metrics, and Loki logs via Helm — dashboards, log queries, and alerting for production clusters.