Hidde de Smet
Hidde de Smet

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Stories, journeys, and ideas for the creatively curious

Join me on a journey where every post brings a fresh perspective. This blog is for those who are driven by curiosity and a desire to learn.

Featured

Single-agent, tools, or a team? A practical comparison of AI coding setups

Single-agent, agent-with-tools, or multi-agent? The same feature through all three setups, the failure modes to watch for, and a decision matrix you can actually use.

Is AI the right solution? Part 1: The decision framework

Part 1 of our series on validating AI projects. Learn a structured decision tree framework to assess strategic alignment, business impact, and ROI.

A practical guide to Machine Learning for image classification

An overview of a typical machine learning workflow for image classification, covering problem definition, ML type, tooling, data preparation, model training, and deployment using TensorFlow, Flask, and Docker.

Understanding the Model Context Protocol (MCP)

Explore the Model Context Protocol (MCP), a groundbreaking standard for AI integration, enabling seamless interaction between AI models and external data sources.

GitHub Copilot Agent Mode - Transforming your development workflow

Discover how GitHub Copilot's Agent Mode enhances your development experience with natural language interactions and context-aware assistance throughout your coding journey.