2 posts tagged with "architecture"

There's a moment every engineering manager experiences after adopting AI coding tools. The initial excitement—"We're shipping features twice as fast!"—slowly curdles into a disturbing realization: "Wait, why are my senior engineers spending hours manually testing for regressions that proper automated tests could catch in seconds?"

This is the AI Verification Trap, and there's only one way out.

For decades, the job of a software engineer was to write the "happy path." We spent our days scripting the exact sequence of events: fetch data, transform it, display it. We were the authors of the flow.

With the rise of Applied AI, that role is fundamentally changing. When an LLM generates the logic, we are no longer the scripters. We are the architects of the boundaries.