Python Data Pipelines with Polars and DuckDB
I’m going to say something that’ll upset a lot of people: pandas had its run. Polars is just better.
I …
Read Article →Andrew Odendaal
1781 articles on AWS, Kubernetes, Terraform, Rust & Go — written from production, not theory. Building since 2007.
Latest Insights
Why I Built Wyn: A Programming Language That Compiles to C
I’ve spent years writing Python for DevOps tooling and Go for services. Python is a joy to write but painfully …
Read Article →Kubernetes Gateway API: The Future of Ingress
Gateway API is what Ingress should have been from day one.
I don’t say that lightly. I’ve spent years …
Read Article →AWS Bedrock: Building AI Applications with Foundation Models
Bedrock is AWS finally getting AI right. I don’t say that lightly. I’ve watched AWS stumble through …
Read Article →Infrastructure Drift Detection and Remediation
If you’re not running scheduled terraform plan, you have drift. You just don’t know it yet.
I learned this …
Read Article →AWS Architecture Guide: Production Patterns and Best Practices
Everything I’ve learned building on AWS since 2012, organized by domain.