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Technologies are chosen by constraint, not comfort. Each category expands to show the specific tools I use to build, deploy, and maintain production systems.
The grammar of systems. Typed, interpreted, and compiled.
Opinionated scaffolding that enforces structure at velocity.
Persistence layers chosen by access pattern, not habit.
Infrastructure as code. Deployments as declarative truth.
The daily instruments that shape the craft.
Models, vectors, and pipelines integrated as infrastructure.