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More concise error message in the api-server log when `execution_api_server_url` isn't correct
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### Description
When the `execution_api_server_url` config variable isn't correct, the consequences are:
- Tasks don't run successfully
- task state mismatch under Events tab in the UI https://github.com/apache/airflow/issues/50191
These don't explicitly identify the root cause.
### Use case/motivation
It should be easier to identify when something core in the configuration is misconfigured such that the different components of Airflow can't communicate with each other. This could be evident from:
* a configuration checker (like `airflow config check`)
* On the homepage of the UI? More details when one of the components has a big red X
* In the `api-server` log (or the scheduler log?)
### Related issues
The symptoms of misconfiguration were first identified here https://github.com/apache/airflow/issues/50191
### Are you willing to submit a PR?
- [ ] Yes I am willing to submit a PR!
### Code of Conduct
- [x] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)
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