Start with work the team already knows.
Choose the work to improve — a change review, a release, a migration — and the result the team expects. Make the inputs, responsibilities, and hand-off points clear before deciding what an agent should do.
Make review part of the work.
Decide which outputs need a technical review, which changes require approval, and what evidence helps the team make that decision. Review is designed in, not added after.
Adopt the tools and models you support.
The work fits the systems, model providers — leading labs, open-source, or specialist — and engineering practices that MagicStride supports and your organization approves, confirmed during planning.
Implement with your engineers.
MagicStride can configure and deploy directly or co-deliver with the engineers who will operate and improve it — so it stays understandable after launch.