codeant-ai-for-open-source[bot] commented on PR #36756:
URL: https://github.com/apache/superset/pull/36756#issuecomment-3673011220

   ## Nitpicks 🔍
   
   <table>
   <tr><td>🔒&nbsp;<strong>No security issues identified</strong></td></tr>
   <tr><td>⚡&nbsp;<strong>Recommended areas for review</strong><br><br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36756/files#diff-c99ae4b2b09b756ab2189a99a9685229f9d12633fc2616c368ea869770f603bfR538-R780'><strong>Missing
 Runtime Validation</strong></a><br>The new flags are declared as a plain dict 
with many values. There is no runtime validation of key names or value types; 
typos or non-boolean values may silently cause incorrect behavior. Add checks 
to fail-fast during startup if values are invalid.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36756/files#diff-c0572d70185f0d91aea4df42841fcbb06ce801baa65cb0582833b144c01b393fR63-R67'><strong>Fragile
 DEFAULT_FEATURE_FLAGS detection</strong></a><br>The regex used to locate the 
DEFAULT_FEATURE_FLAGS dict is brittle: it requires an exact type annotation 
spelling and a particular placement of the closing brace. Variations (no type 
annotation, single quotes, different spacing/line breaks, nested braces or 
trailing comma on the same line) will cause the script to fail to locate the 
dict and exit. Consider a more robust approach (brace counting or AST-based 
extraction) to reliably find the dict contents.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36756/files#diff-c0572d70185f0d91aea4df42841fcbb06ce801baa65cb0582833b144c01b393fR99-R103'><strong>Fragile
 flag key/value parsing</strong></a><br>The flag detection regex only accepts 
double-quoted uppercase keys and exact True/False tokens on the same form. If 
keys use single quotes, lowercase, additional whitespace, inline comments, or 
there are trailing commas/formatting differences, flags may not be detected. 
Make the key/value pattern more flexible.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36756/files#diff-c99ae4b2b09b756ab2189a99a9685229f9d12633fc2616c368ea869770f603bfR538-R780'><strong>Large
 Feature Flags Block</strong></a><br>The PR adds a very large inline 
DEFAULT_FEATURE_FLAGS dict. This increases maintenance burden and risks drift 
between code and docs/feature extraction tooling. Validate any consumers that 
assume presence/absence of specific keys and ensure downstream code isn't 
broken by reordering/renaming.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36756/files#diff-f81fd8a91255770aa68d662a21840c2c0ee9996e2b136c74177ff7e7db841e49R26-R28'><strong>External
 Link Safety</strong></a><br>Anchor tags are rendered from the `flag.docs` 
value coming from JSON. If the value is an external URL, consider adding 
`target="_blank"` plus `rel="noopener noreferrer"`, and/or validate the URL 
scheme to avoid unsafe/relative redirects or inadvertent navigation 
behavior.<br>
   
   </td></tr>
   </table>
   


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