How to give AI coding assistants complete visibility into APIs and third-party libraries using static analysis instead of basic text search.
Martin Alderson
• Martin Alderson
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Martin Alderson
Web development, AI tooling, and building better software
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Martin Alderson
• Martin Alderson
Are OpenAI and Anthropic Really Losing Money on Inference?
Deconstructing the real costs of running AI inference at scale. My napkin math suggests the economics might be far more profitable than commonly claimed.
Martin Alderson
• Martin Alderson
I gave Claude Code a folder of tax documents and used it as a professional tax agent
Testing Claude Code beyond software engineering - using it as a tax agent to analyze documents and navigate complex tax scenarios in real-time.
Martin Alderson
• Martin Alderson
Beyond the Hype: Real-World MCP Support Across Major AI APIs
Testing Model Context Protocol support across OpenAI, Anthropic, and others. The reality of cross-platform MCP implementation in 2025.
Martin Alderson
• Martin Alderson
Welcome to My Blog
Starting a blog about AI-assisted development, MCP integrations, and building production software with modern tooling like Claude Code and Cursor.