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Stop Building MCP Servers Like It's 2019
Tech News 4 min read

Stop Building MCP Servers Like It's 2019

Two weeks ago, I spent an entire afternoon wrestling with deployment configs for an MCP server I was building for Claude. YAML files, Docker nonsense, manual testing against three different client APIs—the works. By the time I got it running in production, I'd burned through hour...

I Built a "Powerful" Tool Nobody Used—Here's What I Learned
Career & Growth 4 min read

I Built a "Powerful" Tool Nobody Used—Here's What I Learned

Two years ago, I spent three months architecting what I thought was an elegant inventory management system for a client. Microservices, Redis caching, a GraphQL API that could scale to millions of requests. I was proud of the technical decisions. The client launched it, used it f...

Stop Organizing Code for Machines. Organize It for AI.
AI & Machine Learning 5 min read

Stop Organizing Code for Machines. Organize It for AI.

Last month, I was running Claude on three parallel tasks across one of my projects—a schema migration, an API contract update, and frontend fixes to match it. By hour two, the agent started hallucinating file paths. It wasn't confused because the codebase was too big. It was conf...

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