Written byLiz RiveraProgram Manager · AI OperatorDay 7 · The Work Moved Faster. The Judgment Stayed Mine.
WHAT I BUILT TODAY
Closed out the first deliberately constrained Sprint for the seven-agent team: six functional specialists and one AI Scrum Master coordinating the backlog, blockers, and Definition of Done. I kept the backlog small because the goal was not maximum output. It was to prove that the operating system could produce real work while keeping judgment and approval with me. Once the system was configured, the team completed work that would have taken me more than 15 hours, while my direct involvement during the Sprint was about 25 minutes of reviewing, approving, and providing feedback.
WHAT BROKE OR SURPRISED ME
The Facebook results were far beyond what I expected. Compared with the previous six-week baseline, views increased 1,440%, engagement increased 3,960%, and one post generated more views than the previous six weeks of content combined. But the bigger surprise was how the specialists behaved when something was uncertain. They stopped instead of guessing, verified one another's work, removed conflicting claims, and waited for my approval before anything went live. The controls were not just written into their instructions. They showed up in the work.
WHAT I'M TRYING TOMORROW
As Sprint 3 begins, I will ask each functional specialist to nominate the next backlog item for its area instead of waiting for me to decide what should come next. The Scrum Master will consolidate those recommendations, identify dependencies and risks, and bring the proposed priorities to me for approval.
QUESTION I'M SITTING WITH
One successful Sprint does not prove that this model is repeatable. The next test is whether the team can identify the right work, not only complete the work it is given, and whether it can repeat these results without weakening the controls.
Follow along: Liz on LinkedIn