Posts tagged Junior Engineers — AI × software engineering, made practical.
You'll learn how to get your coding agent to show the options it rejected and why, and how to use those rejected options to build your own engineering judgment.
You'll learn why juniors who review agent-written code without ever struggling through it themselves fail to build real engineering judgment, and how to reintroduce that struggle on purpose.
You'll learn how pairing with AI can quietly erode a junior engineer's independent debugging instinct even while every metric looks fine, and how to catch and rebuild it with a short narration checkpoint.
A confidently wrong AI review comment sailed through untouched — not because it fooled anyone, but because nobody felt entitled to argue with it, and that silent default is quietly reshaping how your juniors learn judgment.
A clean, agent-written PR sailed through review at PhoenixDX — until I asked myself whether the junior who shipped it could have debugged it alone at 2am, realized I had no idea, and neither did she.
A production incident traced back to a junior's agent-authored PR revealed that clean, fast diffs can ship with zero understanding underneath them — and most teams haven't redesigned onboarding to account for it.