Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Infrastructure Drift Detection Workflow. Practical guidance for reliable, scalable platform operations.
Concrete systemd unit patterns that reduced flakiness: restart policies, resource limits, and structured logs.
Learn how to use Docker multi-stage builds to create smaller, more secure production images. Best practices and examples.
How a small team moved from single-region risk to a simple active/passive multi-region setup without doubling complexity.
Multi-Cluster Traffic Routing Strategies. Practical guidance for reliable, scalable platform operations.
Learn how to backup Kubernetes clusters using Velero and other tools. Complete backup and disaster recovery strategies.
Build MLOps pipelines for training, evaluation, and deployment. Reproducibility and monitoring.
Practical game day scenarios for CI/CD: broken rollbacks, permission issues, and slow feedback loops—and how we fixed them.
Kubernetes Secrets and External Vault Integration. Practical guidance for reliable, scalable platform operations.
Compare Istio and Linkerd for service mesh implementation. Learn when to use each and how to implement them in Kubernetes.
A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.
Python Worker Queue Scaling Patterns. Practical guidance for reliable, scalable platform operations.
