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MCP for Developers: Build Your First MCP Server from Scratch  ·  MCP for Non-Developers: Connect Claude to Your Everyday Tools Without Writing a Single Line of Code  ·  Claude Projects Deep Review: Three Months of Real Use — My Honest Assessment  ·  Claude vs ChatGPT 2026: An Honest Comparison — Not Who's Better, But Which One Is Right for You  ·  The Right Way to Debug With Claude: Not Pasting Errors and Waiting, But Systematic Problem-Finding Together  ·  Using Claude to Write Weekly Reports: From Messy Notes to a Report Your Manager Will Actually Read

Sophie Marlowe

AI Automation Believer (believes the Agent economy will reshape labor markets faster than most expect)

Writes about AI systems and their economic implications. Background in distributed systems and agent-based modeling.

Articles
fundamentals

How Claude Learns to Be "Helpful to Humans": RLHF and Constitutional AI Explained

June 03, 2026
news

MCP Ecosystem Explodes in 2025: Over 1,000 Servers Now Available, Claude's Real-World Connectivity Expanding Faster Than Expected

June 03, 2026