DGS vs LLMs
Tool orchestration vs governed outputs.
Faster execution doesn’t help if the output can’t be reviewed.
Automation isn’t governance
Orchestration can execute steps quickly. It doesn’t automatically produce outputs that humans can safely adopt.
Outputs must be reviewable
Teams need artifacts with explicit scope, assumptions, and acceptance criteria — so a reviewer can approve or reject.
DGS optimizes for adoption
DGS is oriented around producing structured artifacts and making verification steps explicit in the workflow.