Blog

Perspectives on AI, product development, and the future of intelligent software.

May 14, 2026

The Context Window: Why Your AI Forgets, Drifts, and Contradicts Itself

A practical playbook for ChatGPT, Claude, Gemini, and Grok. Frontier models advertise 1M-token windows but use only 10-20% effectively. Here's the mechanism, the failure modes, and the fixes.

Tags: AI, Context Engineering, LLMs, Productivity

March 18, 2026

Why We Bet on FHIR and AI Together

Healthcare interoperability has been a promise for decades. FHIR gave us the standard. AI gave us the speed. Here's how we put them together.

Tags: FHIR, AI, Healthcare, Integration

March 16, 2026

What Google Taught Us About Product Ownership

A conversation with former Google product leader Rob Gray on what separates great product owners from good ones - and why it matters more than your tech stack.

Tags: Product Ownership, Leadership, Google, Delivery

February 15, 2026

Your AI Agent Is Handling Patient Data Wrong. Here's the Fix.

Most healthcare AI agents pipe PHI directly through the model. There's a better architecture. Here's the code execution pattern and why it matters for HIPAA compliance.

Tags: AI, Healthcare, HIPAA, Architecture

January 15, 2026

The "Borrowed Time" Era: Why 2026 Is the Year AI Efficiency Becomes Core

2026 is the year AI stops being a novelty and becomes a core business function. The real constraint isn't the model. It's your data architecture.

Tags: AI, Data Architecture, Strategy

February 15, 2025

AI's Healthcare Revolution: Cutting Through the Hype

AI in healthcare keeps stumbling on the same problems. Here's what it actually takes to move past the hype into real interoperability.

Tags: AI, Healthcare, FHIR, Interoperability

April 21, 2020

Data First: How Machine Learning Transformed Lab Throughput

Before the current wave of generative AI, Digital2DNA was applying machine learning to healthcare data problems. Here's how a data-first approach to lab throughput proved that clean data is the foundation of every AI initiative.

Tags: Machine Learning, Healthcare, Data Architecture, AI