When writing code, favor readability and maintainability over clever or compact solutions. Break down complex logic into smaller, well-named functions with clear purposes rather than embedding all logic in a single function.

Follow these specific practices:

1. Extract related logic into separate, focused functions even when used only once: ```python

   Instead of this:

   def patch_notebook(namespace, notebook): # … some code … if STOP_ATTR in request_body: # Many lines of complex start/stop logic here # … more code …

Prefer this:

def patch_notebook(namespace, notebook): # … some code … if STOP_ATTR in request_body: start_stop_notebook(namespace, notebook, request_body) # … more code …

def start_stop_notebook(namespace, notebook, request_body): # Start/stop logic extracted here

2. Avoid complex one-liners that span multiple lines. Instead of:
```python
resp = requests.request("GET", url, verify=False) if use_basic_auth else requests.request("GET", url, headers={"Authorization": "Bearer {}".format(token)}, verify=False)

Prefer:

if use_basic_auth:
    resp = requests.request("GET", url, verify=False)
else:
    resp = requests.request(
        "GET", 
        url, 
        headers={"Authorization": "Bearer {}".format(token)},
        verify=False
    )

1. For long lines, don’t ignore linter warnings (like E501). Put arguments on separate lines: ```python

   Instead of:

   @bp.route(“/api/namespaces//tensorboards/", methods=["DELETE"]) # noqa E501

Prefer:

@bp.route( “/api/namespaces//tensorboards/", methods=["DELETE"] ) ```

This approach makes code easier to read, maintain, and debug, improving the overall quality of the codebase.