A JPMorgan Engineer Says Coding Is Over—Get Over It

Coding Is Over. Get over It

A JPMorgan engineer with 15 years of experience says AI now codes better and faster than he does, and he admits it with something close to grief. He notes model capabilities shift so fast that prompting tricks from last month are already obsolete. Cheap small models like GPT 5.6 Luna surprised him, and he predicts inference costs will soon become a rounding error—the bigger revolution will happen outside coding. He also warns that anyone claiming '50% efficiency gains' is making it up, since individual output was never easy to measure. Good engineers are still scarce, but what's scarce now is the ability to articulate a point of view and rally others, not raw coding skill. He worries entry-level roles will vanish first, forcing newcomers to learn the hard way on their own.

Why it matters: A personal observation with a concrete identity, named model (GPT 5.6 Luna), and a specific pushback against productivity claims. The author's 15-year tenure at JPMorgan gives weight to the admission that AI codes faster than he does. Score capped at 72 because the piece is pr...