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AI Agent Insights & Product Thinking
Long-form thinking on AI Agents, automation, and building high quality, scalable software.
Featured reading
An AI Demo Is Not a System
An AI-built prototype helps shape the idea. Production software scales the solution to real business needs. See the hidden systems real software needs behind the scenes.
Why it takes time and effort to build software that lasts.
02Terminology
'Claude' Means Four Different Things
Claude App, Claude Code, Claude Cowork, and Claude models are all Anthropic's products, but they are not the same thing - when should you use which one?
03Deployment model
Why Praxis Agents Are Not SaaS
No shared platform. No vendor lock-in. Praxis Agents are part of a dedicated AI system, deployed for you, under your control.