Typical situations
- Business logic is spread across services, scripts, and manual operations that are hard to reason about.
- Frontend delivery is blocked by unstable APIs, unclear contracts, or missing integration ownership.
- A backend needs better observability, deployment hygiene, authentication, or operational boundaries.