Structured context and execution feedback cut coding-agent waste
The recent emphasis on controls around coding agents continues, but the strongest evidence now targets work inside the loop.
The recent emphasis on controls around coding agents continues, but the strongest evidence now targets work inside the loop.
Coding-agent controls can move closer to the semantics of the work: requirement links can constrain cross-file edits, invariant violations can improve recovery decisions, and controlled code transformations can reveal…