AI SystemsArchitecture
AI-Assisted Development: From Idea to System Architecture
How I use AI to compress architecture discovery without confusing speed for finished engineering.
March 16, 20264 min read
Read moreWriting
Notes, essays, and technical thinking behind the work.
The writing is about building systems that have to operate in practice: workflow architecture, AI boundaries, delivery constraints, and the engineering tradeoffs that matter once software leaves the demo phase.
AI SystemsArchitectureWorkflow AutomationOperational SoftwareSystems DesignNext.jsReactWeb Development
Published posts
Writing that supports the case studies and explains how the systems are designed to operate in practice.
AI SystemsOperational Software
Why Most AI Prototypes Never Become Real Systems
The missing layers between an impressive AI demo and software that can survive real operational workflows.
March 15, 20264 min read
Read moreWorkflow AutomationSystems Design
Designing Automation Platforms for Real Workflows
Patterns I use when building automation platforms that need to reduce coordination cost, not just generate output.
March 14, 20264 min read
Read moreNext.jsReact
Rebuilding My Portfolio with Next.js
A deep dive into modernizing my portfolio website using Next.js 16, TypeScript, Tailwind CSS, and Framer Motion.
January 9, 20253 min read
Read more