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Case Study.

2 posts filed under Case Study.

  1. Building a Development Documentation MCP Server at Vimeo

    I built an MCP server that provides AI coding assistants with development documentation for Vimeo's custom codebase patterns, conventions, and libraries resulting in roughly 75% better output.

  2. One User, One Banana: What My Failed AI Startup Taught Me About Validation

    I spent 5 months building an AI startup, got 50 signups, and watched my only active user upload a banana. Here's what it taught me about enthusiasm vs. actual demand.