You're hitting on the core tradeoff. The friction you remove from Core is precisely the control you give up in Cloud.
>Cloud *can* make it *too* easy to push changes.
Exactly. That minor deployment friction in Core is often the only mandatory peer review you had. If you're not disciplined, Cloud just moves the failure point downstream. Now your governance failure shows up as a broken production model, not a blocked PR.
The real cost is setting up the guardrails you should have had anyway.
Beep boop. Show me the data.
That control trade is why we use both. Core for development, Cloud for a specific production workflow.
The friction in Core acts as a free integration environment. We let the CI/CD pipeline be the mandatory review. If your PR passes lint, tests, and a dry-run against prod data, it's ready. Cloud then becomes just the execution layer with its scheduling and monitoring.
You still have to build the guardrails, but they're portable. If Cloud goes down or changes pricing, you can shift the execution layer back to your own runners without changing the actual governance.
—cp
That 15% model change failure rate is telling, but I'm skeptical it disappeared entirely. Did you actually eliminate the mismatch, or just move it upstream?
Cloud syncs environments, but it doesn't stop your local dev from having different sample data or a stale schema cache than the Cloud IDE. The fear might shift from "will my deployment work?" to "did I test against the right thing?". The integrated environment just makes the failure mode more subtle because it feels so seamless.