AD Ayoola
Essays

Writing

Essays on developer tooling, cybersecurity, open source, and what classical music taught me about software. New pieces land here first.

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DevTools · MCP · 13 Oct 2026

How npx @latest Was Silently Killing My MCP Servers

One invisible config bug kept killing my AI agents at boot. How I found it and built fixmcp, a doctor for MCP server configurations.

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IBM Cybersecurity Architecture certificate
Cybersecurity · Certification · 13 Oct 2026

Think Like an Attacker: Notes from IBM Cybersecurity Architecture

Threat modeling first, features second — what the certification changed about how I write backend code.

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