DevOps & Platform
Building an Internal Developer Platform: A Pragmatic 90-Day Roadmap
A realistic 90-day plan to ship a useful Internal Developer Platform — starting with the boring services that actually move the needle.
Insights & Resources
DevOps & Platform
Deep-dive guides, real case studies, and practical frameworks on AI workflow automation, cloud cost optimization, FinOps, and enterprise data engineering.
DevOps & Platform
CI/CD for ML Models: A Production Pipeline with GitHub Actions, MLflow, and SageMaker
A production-grade CI/CD pipeline for ML models — full GitHub Actions workflow file, MLflow integration, and SageMaker deployment.
DevOps & Platform
Terraform for FinOps: Tagging Standards That Actually Get Enforced
Tagging standards fail 90% of the time because they are not enforced at the Terraform layer. Here is the pattern that actually sticks.
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