James' Growth Diary

Aug 14, 2026 · Operations

Why Faster AI Made Me Busier—and How Four “Digital Senior Employees” Solved It

After weeks of using AI to speed up work, the author found the tool made reviews and incident handling more exhausting, until a structured set of four AI‑driven “digital senior employees”—code map, development workflow, log‑analysis, and data‑verification skills—provided global context and reliable evidence, dramatically reducing busy‑work.