AI SystemsArchitecture
AI-Assisted Development: From Idea to System Architecture
How I use AI to compress architecture discovery without confusing speed for finished engineering.
4 min readRead more
Writing
Notes, essays, and technical thinking behind the work.
The writing is about building systems that have to operate in practice: workflow architecture, AI boundaries, data movement, 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
What an AI Prototype Needs Before Production
Six architecture questions for moving from an AI demo to an operational workflow.
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Workflow 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.
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Next.jsReact
Rebuilding My Portfolio with Next.js
How this portfolio uses shared project data, server-rendered pages, local MDX, and a validated contact route, with the tradeoffs behind those choices.
5 min readRead more