# 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](/content/blog/the-context-window-playbook/index.html)

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

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March 18, 2026

## [Why We Bet on FHIR and AI Together](/content/blog/why-we-bet-on-fhir-and-ai-together/index.html)

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

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March 16, 2026

## [What Google Taught Us About Product Ownership](/content/blog/what-google-taught-us-about-product-ownership/index.html)

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

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February 15, 2026

## [Your AI Agent Is Handling Patient Data Wrong. Here's the Fix.](/content/blog/ai-agent-patient-data-architecture/index.html)

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

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January 15, 2026

## [The "Borrowed Time" Era: Why 2026 Is the Year AI Efficiency Becomes Core](/content/blog/borrowed-time-ai-efficiency-2026/index.html)

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

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February 15, 2025

## [AI's Healthcare Revolution: Cutting Through the Hype](/content/blog/ai-healthcare-cutting-through-hype/index.html)

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

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April 21, 2020

## [Data First: How Machine Learning Transformed Lab Throughput](/content/blog/data-first-machine-learning-lab-throughput/index.html)

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