Closing the automation gap in Claude Code
claude-code-scheduler bridges Claude Code to launchd and crontab for persistent, observable, stateful task automation — no Desktop app required.
Read moreWriting on DevOps practices — CI/CD pipelines, container workflows, infrastructure automation, and delivery strategy.
Beyond terraform_remote_state: five ways to share data across Terraform configurations
Five approaches to sharing data across Terraform configurations — from remote state to naming conventions — and why sharing rules beats sharing data.
Read moreAgentic AI is reintroducing ClickOps
AI agents with direct write access to production reintroduce the risks we eliminated with IaC — state drift, broken audit trails, and silent mutations.
Read moreA Practical Guide to Terraform Dependency Management
Terraform version constraints for providers and modules behave differently. Learn which operators to use and where to balance stability with upgradeability.
Read moreStop Scripting, Start Architecting: The OOP Approach to Terraform
How to treat Terraform modules as classes and module instances as objects to build scalable, maintainable infrastructure architectures using OOP principles.
Read moreWhy GitFlow Fails at Infrastructure
Applying GitFlow to Terraform often leads to state drift. Learn why Trunk-Based Development is the safer strategy for Infrastructure as Code.
Read moreModernizing Scheduled Tasks: Reliability, Scale, and Zero Maintenance
Replace fragile EC2 cron with EventBridge, Lambda, SQS, and ECS Fargate for reliable, scalable serverless scheduling on AWS.
Read moreTerraform at Scale: Folders, Workspaces, or Services?
Evaluating Terraform project structures — folder-per-environment, workspaces, and per-service roots — to balance parity, isolation, and autonomy.
Read moreKubernetes vs. Proprietary Container Services: A Technical and Pragmatic Comparison
Most containerized workloads run better on managed cloud services. Kubernetes is justified only when you need portability or deep extensibility.
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