codeant-ai-for-open-source[bot] commented on PR #36805:
URL: https://github.com/apache/superset/pull/36805#issuecomment-3685459027

   ## 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/36805/files#diff-9319f7e9cd472910177e7ee1ecd81e6980cfacf5eebb44fdf4edf829e45ec708R82-R126'><strong>Broken
 AST extraction</strong></a><br>The fallback AST extraction code injects a 
literal placeholder (`${extractDatabaseDocsCode()}`) into the spawned Python 
script. This will fail at runtime and makes `extractDatabaseDocs()` effectively 
broken. Confirm that this path is tested or replace it with a robust approach 
(e.g., direct import of `DATABASE_DOCS` or a correct AST->source 
extraction).<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36805/files#diff-9319f7e9cd472910177e7ee1ecd81e6980cfacf5eebb44fdf4edf829e45ec708R498-R519'><strong>Unsanitized
 logo filenames</strong></a><br>`generateReadmeLogos()` inserts 
`db.documentation.logo` directly into generated HTML (README). If `logo` 
contains unexpected characters or crafted input (quotes, angle brackets, 
protocol strings), the resulting HTML could be malformed or allow injection in 
rendered contexts. Validate or sanitize logo values (allowlist filenames only) 
before embedding.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36805/files#diff-9319f7e9cd472910177e7ee1ecd81e6980cfacf5eebb44fdf4edf829e45ec708R356-R391'><strong>Unescaped
 frontmatter</strong></a><br>`generateDatabaseMDX()` writes `title` and 
`sidebar_label` values into YAML frontmatter without quoting or sanitization. 
Database names with special characters (colons, newlines, leading dashes, or 
YAML-sensitive characters) could produce invalid/incorrect MDX/YAML. These 
fields should be properly quoted/escaped.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36805/files#diff-364754127aa1d723a9e8e65215412a8aa870ba82d4dd1465be57601b656f6b23R27-R30'><strong>Missing
 data guard</strong></a><br>The page directly indexes 
`databaseData.databases["YDB"]` and will throw or render incorrectly if the key 
is absent or the JSON shape changes. Add a defensive fallback or conditional 
render to avoid build/runtime errors when the generated JSON doesn't contain 
the expected key.<br>
   
   - [ ] <a 
href='https://github.com/apache/superset/pull/36805/files#diff-364754127aa1d723a9e8e65215412a8aa870ba82d4dd1465be57601b656f6b23R28-R29'><strong>Bundle
 size / import pattern</strong></a><br>Each MDX page imports the entire 
`databases.json`. With 53 generated pages this can increase bundle size or 
build time. Consider lazy-loading the specific database entry or creating 
per-database JSON files so each page only includes the data it needs.<br>
   
   </td></tr>
   </table>
   


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