From one senior managing several codebases to a studio supporting many clients, build an operation around the work that repeats.
A company buys back time from a senior developer who already has capable agents. Keep their current agent stack as the starting point.
Explore this workflowKeep senior attention on the work that needs it.
A team consolidates recurring engineering chores across product repositories, with one owner for workflow health.
Explore this workflowA shared operation for a focused product team.
A studio maintains several client codebases. Each run needs the right environment, credentials, and review boundary.
Explore this workflowRepeat the workflow across client codebases.
01Choose the repositories and workflows in scope.
02Establish a baseline with your existing agents and harness.
03Connect the right tools, instructions, and acceptance checks.
04Run repeatable work with clear review boundaries.
05Review outcomes and keep improving the workflows.
Use the calculator, then plan a rollout with clear acceptance criteria.