Show friendly 500 error page to users and developers (#24110)
Close #24104
This also introduces many tests to cover many complex error handling
functions.
### Before
The details are never shown in production.
<details>
</details>
### After
The details could be shown to site admin users. It is safe.
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wxiaoguang
