From GitHub issue to draft pull request, explained.
Five short guides to the problems you run into when you let an AI coding agent work through your tickets, and how to solve each one. Written so anyone on the team can follow them, with the technical detail tucked away for those who want it.
- 01
Is this ticket ready for an AI coding agent?
The five things an AI coding agent needs from a ticket, how to check them before you spend anything, and what to do when a ticket falls short.
- 02
What an AI coding agent costs per ticket, and how to cap it
Where the money goes when an AI agent works a ticket, what a typical ticket costs, and the caps that stop one bad run from eating your budget.
- 03
Too many AI pull requests to review? Limit the queue
Why AI agents can open pull requests faster than people can review them, and how a limit on open drafts keeps the queue at a size your team can handle.
- 04
Keep your code and keys in your own cloud account
What it means to run an AI coding agent in your own cloud account, what stays with you, what the service sees, and how you disconnect.
- 05
Letting an AI agent open pull requests safely
Draft-only pull requests, protected paths and a locked-down workspace: the safeguards that let an AI agent work unattended without shipping anything on its own.