Writing
Thoughts on building software that lasts, AI that actually helps, and lessons from two decades of production code.
2025
DecisionForge Postmortem: What Failed, What Shipped, What Stayed
A candid look at the multi-LLM debate product—dead ends, fixes, and the pieces that actually delivered value.
The Documentation Nobody Sees: Audit Reports, Technical Specs, and Proof
Building credibility assets - the audit reports, specs, and documentation that prove your claims are real.
AI Debate Engine: How It Works Without Leaking Secrets
A high-level look at the multi-model debate engine—roles, routing, and guardrails—without sensitive prompts.
Rebuilding My Personal Brand Decades In
The uncomfortable process of repositioning after decades of building systems instead of reputation.
I'm Not 'Just a Healthcare Person' (And Why That Label Cost Me Millions)
Breaking out of vertical pigeonholing - how domain expertise becomes a trap and what transfers across industries.