Use casesTwo shapes of work, in depth
Two kinds of engineering work that outgrow a single agent session. Each page follows one of them through the harness and shows the artifact it produces.
Two jobs routinely outgrow one isolated session: a change that crosses multiple repositories, and a migration that has to carry its exceptions forward. These pages show how AI coding agents are coordinated around both.
Multi-repo development
You register the checkouts a change touches, and one mission plans across all of them. Each specialist then takes a bounded slice in its own git worktree, working from the same approved plan and the same pinned interface.
Artifact: the workspace topology for a rate-limiting change across four checkouts
How a change that crosses repositories runsFramework and dependency migrations
A migration produces a large diff and a small set of exceptions that took real thought. The diff is the easy half. The exceptions are what a fresh agent session throws away, and what the mission keeps.
Artifact: the exception ledger partway through a logging-API migration
Running a framework or dependency migrationLooking for Kubernetes troubleshooting, CI/CD, or progressive delivery? Those are use cases for the open-source Skyflo Kubernetes agent, a separate Apache-2.0 project.
Kubernetes agent use casesYour objective
Skyflo Desktop runs the mission on your Mac, against your checkouts, with your own model keys.
Free. macOS 14+. Apple silicon and Intel.
