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Ideas for systems that survive contact with reality.

Visual essays, implementation notes, and learning series about applied AI, machine learning, and product decisions.

5 Articles•2 Series•2 Categories

MCP SERVER: Theory and Implementation

You've seen MCP servers mentioned in AI tool docs. You've wondered how Claude actually calls external functions. This is the guide that explains both — and by the end of this series you'll have a running, production-ready MCP server connected to Claude Desktop, built in Python.

View all partsabout 1 month ago

Build a Modern Flower Classifier App with Flutter, Camera, and TensorFlow Lite

Series · 3 Parts

Blog Series•3 parts

Build a Modern Flower Classifier App with Flutter, Camera, and TensorFlow Lite

An end-to-end edge device ML classification model

View all parts5 months ago