Applied AI Solutions Architect
Tula
Masterman
I research and build AI systems and share what I find along the way.
Making AI approachable — one concept at a time.
What I write about
AI in practice, lessons learned, and what it's like to navigate a fast-moving field.
About me
Swimmer · Reader · Builder
Featured
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AI in Practice
Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation
This piece introduces the Pyramid Approach, an agentic knowledge distillation technique that transforms messy source documents into structured, retrieval-ready knowledge.
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Recent Writing
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AI Between Friends
AI Between Friends, Vol. 2: Managed Agents, Multiplayer AI, and AI Evaluations
Managed agents, multiplayer AI, evaluating agents in the wild, voice notes, and why brain fry is real
AI Between Friends
AI Between Friends, Vol. 1: Agent skills, plugins, channels, and why writing still matters
What I've been reading, building, and thinking about in AI this week
Navigating a Fast-Moving Field
A Year in Review: What I've Been Up To (And What I've Learned)
Reflections on growth, working in AI, and walking the dog.
