You write a spec, then sit in front of your terminal babysitting an AI agent for hours. You paste context, fix merge conflicts, restart after crashes, and lose track of what's done.

By session 10 you're exhausted and the agent has forgotten everything from session 1.

You write the same spec, run af code, and go do something else.

The fox reads your specs, plans the work, spins up isolated worktrees, runs each session with the right context, handles merge conflicts, retries failures, extracts learnings into structured memory, and merges commits to develop.

You come back to a finished feature branch and a standup report.

... or maybe that's just the ghost in the machine ...