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Blog

Practical patterns, trade-offs, and lessons learned from real systems across OCI, AWS, and Azure — plus DevOps and agentic AI engineering.

terraformdevopsmulti-cloud

Terraform State Strategy for Multi-Cloud Teams

A practical approach to remote state, environments, and guardrails when you run OCI, AWS, and Azure in parallel.

langgraphaiociarchitecture

Design patterns for agentic workflows that stay observable, testable, and cost-efficient when deployed on OCI.

kubernetescostdevopsreliability

A checklist-driven approach to reducing spend without breaking reliability: requests/limits, autoscaling, and workload placement.