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Technical articles on cloud infrastructure, DevOps practices, security engineering, and lessons learned from building resilient systems at scale.

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OpenTelemetry in Practice: Distributed Tracing Across Message Queues

Distributed tracing works brilliantly until your request hits a message queue and the trace context vanishes. Here's how to maintain end to end visibility across SQS, RabbitMQ, and other async boundaries.

1 Mar 2026 18 min read

devops iac

Building an AI Inference Platform on Your Own Hardware with Terraform

Cloud AI APIs are convenient but the costs add up fast and your data leaves your network. Here's how to build a GPU-accelerated inference platform on Proxmox with Terraform, Packer, and Ansible.

22 Feb 2026 21 min read

devops iac

Infrastructure as Code in 2026: The State of Terraform, OpenTofu, Pulumi, and CDK

The IaC landscape has fractured. IBM bought HashiCorp, OpenTofu is gaining serious traction, CDKTF got deprecated, and Pulumi just dropped an AI agent. Which tool should you be using?

15 Feb 2026 15 min read