
Terraform State Breaks: Diagnose and Recover Corruption
Recognize state corruption symptoms and apply the right recovery procedure: force-unlock for stuck locks, import for orphaned resources, backup restoration for severe corruption.
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Cluster operations, container orchestration, IaC, and running workloads at scale
Cloud infrastructure is where abstractions meet reality. Kubernetes promises declarative workload management, but delivering on that promise requires understanding scheduling semantics, networking quirks, and the failure modes that emerge when you actually run production traffic. This category covers the operational side of cloud-native infrastructure: container orchestration, multi-cluster patterns, infrastructure-as-code tooling, and the cloud provider specifics that documentation glosses over.
The focus is practical. Requests and limits sound straightforward until a misconfigured QoS class causes cascading evictions during a traffic spike. Terraform state management is simple until your team discovers locking race conditions during a rollback. Helm releases work fine until drift accumulates across dozens of services and nobody knows what is actually deployed. These articles address the gaps between documentation and production.
Whether you are sizing pods with incomplete metrics, debugging DNS latency in a cluster, planning a Kubernetes upgrade that will not wake anyone up, or trying to understand why your cloud bill keeps climbing, the content here draws from hands-on experience with the unglamorous work of keeping infrastructure reliable.

Recognize state corruption symptoms and apply the right recovery procedure: force-unlock for stuck locks, import for orphaned resources, backup restoration for severe corruption.

Learn why Helm releases drift from their desired state, how to detect drift before it causes incidents, and what to do when rollbacks fail unexpectedly.

A practical framework for evaluating whether Kubernetes fits your organization's needs, including hidden costs, team requirements, and a decision scorecard.

ESO vs CSI Driver: understanding which failure mode you've chosen before it matters.

The counterintuitive eviction behavior that catches teams off guard, and the resource patterns that actually protect your workloads.