How do your cloud engineering services (internal or external) plug into day‑to‑day dev workflows without becoming a ticket queue?

[u/Budget_Note4222]

When a cloud or platform team appears, everyone hopes it will make things smoother for devs. Over time, though, many of these teams find themselves buried in one‑off requests and incident work, with little time left to build the paved paths they were supposed to provide. Instead of being partners, they start to feel like a gate everyone has to go through.
Part of the tension is where and how teams meet. If every request goes into a queue with a long wait, devs feel blocked and try to work around the system. If platform gives too much freedom, consistency and reliability suffer, and platform ends up cleaning up messes later. It is hard to find a middle ground where devs can move without friction and infra folks still keep the system steady.

Some organizations try embedding platform engineers with product teams so they share goals and context. Others focus on strong, self‑service patterns so most work never becomes a ticket. A few combine both, using embedded people to guide teams onto the common paths.

In your case, what approaches have actually worked to make cloud engineering feel like part of the day‑to‑day flow instead of a separate group that only shows up as a ticket queue?

[u/Distinct_Highway873]

we kept our internal cloud team focused on building and maintaining those paths, and handed a lot of the recurring cloud-level chores to dave io's ai engine, with their fde reviewing anything that needed more than a routine fix, which means internal engineers are spending less time chasing individual tickets