Essays on AI-driven engineering, platform modernization, and engineering leadership.https://vincenttoms.com/en-ushttps://vincenttoms.com/writing/rolling-ai-across-50-engineers/https://vincenttoms.com/writing/rolling-ai-across-50-engineers/Putting Claude, Cursor, and Copilot in front of 50 engineers didn't make us faster on day one. The number came later — and it came from changing how we work, not what we type.Tue, 12 May 2026 00:00:00 GMTAIEngineering LeadershipDeveloper Productivityhttps://vincenttoms.com/writing/modernizing-the-monolith/https://vincenttoms.com/writing/modernizing-the-monolith/Three times now I've led a platform through a generational rewrite — Objective-C to Swift, monolith to microservices — while it kept serving millions of users. The rule that made it survivable: you are never allowed to stop shipping.Wed, 18 Mar 2026 00:00:00 GMTArchitectureModernizationMobile