Building production software, AI products and a global engineering career.
Practical writing about frontend architecture, full-stack systems, AI engineering and building software products. Architecture decisions, tradeoffs and lessons from the work of building software.
Explore the writingHow I structured an AI customer support application using React, Node.js, PostgreSQL, Redis, BullMQ and OpenAI, including background AI jobs, human-reviewed replies, architectural tradeoffs and scaling improvements.
Practical AI integration, reliable workflows and the decisions around them.
02Interfaces, state, performance and maintainable frontend architecture.
03APIs, data, authentication and the systems behind the interface.
04Architecture decisions, constraints and engineering tradeoffs.
05Turning ideas into useful software, one decision at a time.
06Selected reflections on craft, growth and a global engineering career.
How I structured an AI customer support application using React, Node.js, PostgreSQL, Redis, BullMQ and OpenAI, including background AI jobs, human-reviewed replies, architectural tradeoffs and scaling improvements.