Teaching Claude to Read My Book Collection

I turned 1,700 ebooks collecting digital dust in Calibre into a searchable knowledge base for Claude. Using Python, ChromaDB, and MCP servers, I built a system that lets Claude access my entire library—from security references to business books—delivering specific citations instead of generic AI responses. Here’s how I did it, what broke, and why personal knowledge infrastructure matters more than ever.

Continue reading

Behind the Screens: Optimising My Newsletter With AI

This post details how I spent an hour using Comet and Claude to systematically optimize a year’s worth of my newsletter strategy. Comet helped analyze open rates, churn, and subject line patterns, while Claude provided strategic advice and updates for onboarding and editorial systems. The combined use of both tools led to actionable improvements, a more community-oriented approach, and a better methodology for ongoing review—demonstrating how the right questions and tools can drive real results.

Continue reading