Software

Inside the Toolchains Powering Modern Code Assistants

AI coding tools have grown from inline autocomplete into agents that plan, test and ship changes across whole repositories. Here's how the modern assistant toolchain fits together — models, delivery surfaces, review layers, pricing and the adoption numbers behind the hype.