A case study on building a unified CI/CD pipeline across six engineering teams. Before designing a tool, you must design and negotiate the engineering process itself.
Insights & Articles
Systems thinking, failure analysis, and tech industry critique.
SERIES: RDS RIGHTSIZING
There is a massive chasm between asking a chatbot to write boilerplate code and building production-grade, cost-efficient agentic workflows. Here is how I engineered a highly deterministic, dirt-cheap agentic workflow to automate AWS RDS rightsizing.
SERIES: RDS RIGHTSIZING
Using CloudWatch metrics to make smarter decisions about instance size, replicas, and storage. A hands-on preview of translating engineering heuristics into structured logic.