Architecture
Curated collection of thoughts and builds centered around Architecture.
Written Content
The Token Economics of Local AI
Why every team running sustained AI workloads - from a solo home lab to a 50,000-user enterprise - pays itself back faster by owning the inference layer than by renting it.
AI Codes Like a Genius. Architects Like a Goldfish.
Why zero-shot AI POCs fall apart at scale, and how constrained architectural templates are the only thing standing between a clean codebase and a production time bomb.
Financially Air-Gapping A Raspberry Pi AI Swarm
How I turned a Pi 5 into a localized orchestrator using an MCP router and isolated OpenClaw worker networks to slash API costs.
API Sovereignty: Building for the 2 AM Failure
Why generic API wrappers are a liability and how to build a resilient, multi-provider fallback chain.
The Architecture of a Lab: Splitting Brain from Body
Why monolithic web frameworks fail for AI engineering and how I built a distributed, agent-first architecture for Gekro.