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Uses · Tools & stack

WhatIuse

The languages, platform stack and AI toolchain behind the work — and, at the bottom, a colophon of exactly how this site is built and shipped.

Languages I reach for

  • Goservices, CLIs, anything that should be fast and boring
  • TypeScriptthe web — and increasingly everything else
  • Pythonglue, data, scripting, ML
  • C / C++embedded, and when the metal matters

Platform & cloud

  • KubernetesEKS & GKE, in production at scale
  • Istioservice mesh — I shipped Australia's first prod deployment
  • AWS / GCPmulti-cloud, certified on both
  • Terraforminfrastructure as code (this site included)
  • Prometheus + Grafanaobservability, SLIs/SLOs

AI-native toolchain

  • Coding agentsLLMs as a daily driver, not a bolt-on
  • Anthropic & OpenAI APIsthe model layer behind tools and agents
  • MCPwiring real tools into agents
  • RAG + embeddingsretrieval and vector search

This site is built with

  • Next.js 16 + React 19statically exported — no server to run
  • Tailwind CSS v4styling and the design tokens
  • MDXposts are React-in-Markdown, so figures are live
  • Shiki + KaTeXcode highlighting and typeset math
  • HTML canvasevery lab simulation, hand-rolled
  • S3 + CloudFrontdeploy target, Terraform-managed

Machine

  • macOS + zshthe daily environment

Inspired by uses.tech. For what I’m focused on right now, see /now; for the things I’ve built with all this, projects.

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