Writing
Thoughts on building software that lasts, AI that actually helps, and lessons from 30 years of production code.
2025

20-Year Systems, Part 2: The Ops Playbook
The operating playbook that kept a multi-state credentialing platform reliable for two decades.

20-Year Systems, Part 1: Design Constraints That Age Well
The design constraints that prevented rewrites and kept a healthcare-scale platform running for two decades.

The Platform That Processed $100M (And Why You've Never Heard of It)
The reality of B2B infrastructure that moves real money - invisible, unglamorous, and quietly essential.

Your AI Project Is Stuck in Pilot Hell Because You Hired a Developer, Not an Architect
Why most AI initiatives never make it to production - and what architecture has to do with escaping pilot hell.

What $20M in Replacement Cost Actually Means (And Why It Matters)
Breaking down what a $20M replacement estimate actually represents - and why 'just rewrite it' is almost always a multi-million dollar sentence.