Typical situations
- A product needs one senior engineer who can connect frontend, backend, infrastructure, and stakeholders.
- An MVP or customer-facing application needs to become production-ready without accumulating fragile shortcuts.
- The team has separate frontend, backend, and DevOps conversations, but nobody owns the complete delivery path.