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Insights
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Thinking out loud on AI that ships
Practical perspectives on AI development, architecture decisions, and what it actually takes to get models into production.
AI Strategy Hiring
What to Expect From an AI Development Partner
Not all AI agencies are the same. Here's how to evaluate whether a potential partner will actually ship, or just bill you for a slide deck.
Read LLMs RAG
RAG vs. Fine-Tuning: How to Actually Choose
The question isn't which is better — it's which problem you're actually trying to solve. A practical framework for making the right call.
Read AI Strategy Production
Why Most AI Pilots Fail to Reach Production
The gap between a working demo and a deployed system is where most AI projects die. Here's what separates the ones that ship.
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