https://cloudkeel.io/blog/DevOps, infrastructure, Kubernetes, FinOps and AI-assisted operations.enhttps://cloudkeel.io/blog/ai-assisted-devops-workflows/https://cloudkeel.io/blog/ai-assisted-devops-workflows/Choose useful AI-assisted operations workflows, evaluate their output and keep production actions under explicit engineering control.Sat, 17 Oct 2026 00:00:00 GMTAI-assisted DevOpshttps://cloudkeel.io/blog/cicd-release-checklist/https://cloudkeel.io/blog/cicd-release-checklist/Build a delivery workflow around traceable artifacts, scoped credentials, approvals and recovery evidence.Sat, 17 Oct 2026 00:00:00 GMTDevOpshttps://cloudkeel.io/blog/finops-cost-review/https://cloudkeel.io/blog/finops-cost-review/Turn cloud billing and utilization data into owned, measurable engineering changes without promising a savings percentage in advance.Sat, 17 Oct 2026 00:00:00 GMTFinOpshttps://cloudkeel.io/blog/kubernetes-production-readiness/https://cloudkeel.io/blog/kubernetes-production-readiness/Review the workload settings that affect scheduling, traffic readiness and recovery before handing a Kubernetes service to operations.Sat, 17 Oct 2026 00:00:00 GMTKuberneteshttps://cloudkeel.io/blog/terraform-state-team-handover/https://cloudkeel.io/blog/terraform-state-team-handover/A practical review of state ownership, access, locking, recovery and the evidence an incoming infrastructure team needs.Sat, 17 Oct 2026 00:00:00 GMTInfrastructurehttps://cloudkeel.io/blog/kubernetes-drift-detection/https://cloudkeel.io/blog/kubernetes-drift-detection/A Deployment can drift from its Helm release without anyone running kubectl, because controllers, admission webhooks and autoscalers all write to live objects by design. Here is what that means for detection, and why ownership is the harder half.Thu, 20 Aug 2026 00:00:00 GMTKuberneteshttps://cloudkeel.io/blog/multi-cloud-drift-detection/https://cloudkeel.io/blog/multi-cloud-drift-detection/Most tools that claim drift detection across AWS, Azure and GCP are describing three different depths at once. Here are the three bars worth separating, why coverage is path-dependent rather than cloud-dependent, and what to ask a vendor.Thu, 20 Aug 2026 00:00:00 GMTInfrastructurehttps://cloudkeel.io/blog/terraform-drift-beyond-terraform-cloud/https://cloudkeel.io/blog/terraform-drift-beyond-terraform-cloud/Drift checking usually assumes one workspace system holds everything. Real estates keep state in S3, a storage account, a GCS bucket, a workspace and someone's laptop. Here is what that does to detection, and how to get one answer.Thu, 20 Aug 2026 00:00:00 GMTInfrastructurehttps://cloudkeel.io/blog/unmanaged-resource-detection/https://cloudkeel.io/blog/unmanaged-resource-detection/A terraform plan compares state to reality. A resource in no state file has nothing to compare against, so it stays invisible, however clean your plan output looks. Here is what actually finds it, and what each method costs.Thu, 20 Aug 2026 00:00:00 GMTInfrastructure