Writing
Notes from production.
First-person, evidence-backed write-ups of systems I actually run — what broke, what it cost, what shipped.
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How Claude Code Replaced Our Broken Apify Actor — and Caught a Scam Along the Way
Our n8n workflow monitoring 42 airline X accounts broke when Apify flagged it as a ToS violation. Using Claude Code with the Apify agent skill, I researched replacement actors, caught one injecting…
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The Paradigm Shift in AI Integrations: Understanding the Model Context Protocol (MCP)
Traditional APIs were built for deterministic code, but LLMs thrive on probabilistic reasoning. Discover how the Model Context Protocol (MCP) acts as a universal bridge, enabling AI models to safely and dynamically…
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Building a Bilingual Publishing Pipeline: Keeping English and Arabic in Structural Lockstep
A step-by-step breakdown of the n8n + Claude + Prismic pipeline I built at Wego — how it handles Arabic and English simultaneously, what the schema design looks like, why we chose…