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Martin Alderson

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Web development, AI tooling, and building better software

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Tracking MCP Server Growth

I built a tracker to monitor the growth of MCP servers in the wild - turns out the ecosystem is growing faster than I expected

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Notes from MCP Dev Summit Europe: Where the Protocol Is Headed

Insights from MCP Dev Summit Europe on agentic discovery, client compatibility challenges, and the emerging field of agentic experience design

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How I make CI/CD (much) faster and cheaper

Why GitHub Actions runners are slow and how bare metal servers can make your CI/CD 2-10x faster while costing 10x less

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Google AI Studio API has been unreliable for the past 2 weeks

Google's Gemini AI Studio API has been suffering from severe reliability issues with little transparency about the problems on their status page.

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What happens when coding agents stop feeling like dialup?

From magical to frustrating in months. Why AI coding agents feel like dial-up internet and what ultra-fast inference could unlock for developer productivity.

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Solving Claude Code's API Blindness with Static Analysis Tools

How to give AI coding assistants complete visibility into APIs and third-party libraries using static analysis instead of basic text search.

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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.

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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.

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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.

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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.