From ChatGPT to Agents: The Next Human–AI Collaboration Model
Moving from question-answering models to agents that can plan, use tools, execute work, and verify outcomes.
In explorationAgents, systems, and the work behind them.
All articlesProduction RAG: Building an Enterprise Knowledge Q&A System
Retrieval, chunking, reranking, and evaluation—the engineering work required to move RAG from demo to production.
More from the notebook Tools, methods, perspectives
Publication archiveWhy I Started DogXAI
The motivation, principles, and next steps behind DogXAI—and a commitment to building a more open world.
How I Rebuilt a Personal Knowledge Base with Claude + Astro
Turning scattered Markdown, project notes, and research into a searchable, versioned knowledge system that can evolve over time.
My AI Toolchain in 2026
The small set of tools and habits I use to shorten the distance between thinking and shipping.
From Idea to Product: How I Build
A practical method for turning an idea into a product that can actually be used.
The Independent Developer in the AI Era
Smaller teams and individuals can build with far more leverage—but judgment matters more than ever.
