Coding agents were being used to accelerate implementation, but they lacked sufficient project context and risked generating inconsistent architecture.
Coding agents were being used to accelerate implementation, but they lacked sufficient project context and risked generating inconsistent architecture.
I developed structured agent workflows that exposed framework tooling, project conventions and delivery context directly to the coding environment.
The agents could work with better context while developers retained responsibility for reviewing, understanding and maintaining the resulting software.