The biggest mistake teams make with AI coding agents is treating them like smarter autocomplete.

A mature setup treats the agent as:


A semi-autonomous software contributor
Operating inside a constrained engineering system
Governed by workflows, contracts, standards, architecture, and verification loops


The shift is:




Primitive Usage
Mature...