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RAG vs Fine-Tuning vs Context Windows: Which Architecture Actually Works for Clinical AI?
Healthcare AI teams face a critical architecture decision: RAG, fine-tuning, or massive context windows? After shipping systems across clinical trials, drug discovery, and patient recruitment, here is what actually works in production.
Building in Public: How I Automated My Entire Content Pipeline with AI Agents
I built a system of AI agents that handles ideation, scripting, editing, and multi-platform publishing. Here's the architecture and what I learned.
Why Enterprise AI Teams Ship Slower Than They Should
I've watched enterprise AI teams take 18 months to ship what a startup builds in 3. The bottleneck is never the technology.
The First Principles of Healthcare AI Product Management
Most AI product frameworks break in healthcare. Here are the five principles that actually survive contact with regulators, clinicians, and real patients.