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Why I Stopped Believing in AI Vendor Promises (And What I Learned from 13 Years of Watching Data Get Trapped)
During my 13 years as CTO, I spent most of my time untangling data integration nightmares. Not the sexy kind you see in tech conferences—I'm talking about the 3 AM calls when someone's ERP system suddenly can't talk to their e-commerce platform. The kind where you realize a company has built their entire operation around a vendor's promise, only to discover they're now hostage to someone else's business model.
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From Vibe Coding to Spec-Driven Development: A Deep Dive into BMAD, Spec Kit, and OpenSpec
The AI development landscape is evolving rapidly, and developers are discovering that while vibe coding is fun, frameworks provide the structure needed for reliable, cost-effective outcomes.