Your project uses non-strict array lookups

More information: https://insight.symfony.com/what-we-analyse/php.strict_array_lookup

in Core/ClicShopping/OM/Upload.php, line 167 
  1.     ];
  3.     // Check if detected MIME type matches expected extension
  4.     if (isset($allowedMimeTypes[$mimeType])) {
  5.       $fileExtension = strtolower($this->getExtension());
  6.       return in_array($fileExtension, $allowedMimeTypes[$mimeType]);
    in_array() should be called with the third parameter set to true to enable strict comparison and avoid type juggling bugs.
    Time to fix: about 15 minutes
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                                    Last edited  by clicshopping
                    
  7.     }
  9.     return false;
  10.   }

Your project should use dedicated PHP string functions

More information: https://insight.symfony.com/what-we-analyse/php.use_string_function

in Core/ClicShopping/AI/CoreAI/Planning/SubTaskPlanning/SubTaskPlannerPatternAnalysis.php, line 53 
  1.         // Simple keyword matching (replaces deleted PatternAnalysisPattern)
  2.         $patternKeywords = ['pattern', 'trend', 'style', 'dominant', 'recurring', 'common'];
  3.         $queryLower = strtolower($queryToAnalyze);
  5.         foreach ($patternKeywords as $keyword) {
  6.             if (strpos($queryLower, $keyword) !== false) {
    Consider replacing strpos() with str_contains() for improved readability.
    Time to fix: about 1 hour
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                                    Last edited  by clicshopping
                    
  7.                 if ($this->debug) {
  8.                     $this->logDebug("Pattern analysis keyword detected: $keyword");
  9.                 }
  10.                 return true;
  11.             }