Your project uses non-strict array lookups 2

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

in Core/ClicShopping/AI/DomainsAI/WebSearch/Processor/IntentRouter.php, line 290 
  1.     if ($intent === null || !is_array($intent)) {
  2.       return null;
  3.     }
  5.     // Validate required fields
  6.     if (!isset($intent['intent']) || !in_array($intent['intent'], ['comparative_lookup', 'entity_discovery', 'market_research', 'trend_analysis'])) {
    
    
    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.       return null;
  8.     }
  10.     // Ensure all fields exist with defaults
  11.     $validatedIntent = [
in Core/ClicShopping/Apps/Configuration/ChatGpt/Classes/ClicShoppingAdmin/SubGpt/ProviderManager.php, line 278 
  1.       'open-mistral-nemo',
  2.       'open-codestral-mamba',
  3.       'mistral-moderation-latest'
  4.     ];
  6.     if (empty($model) || !in_array($model, $valid_models)) {
    
    
    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.       $model = 'mistral-large-latest';
  8.     }
  10.     $config = new MistralAIConfig();
  11.     $config->apiKey = $api_key;

Your project uses legacy callable syntax instead of first-class callable syntax 3

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

in Core/ClicShopping/AI/DomainsAI/Shared/Entity/EntityRegistry.php, line 311 
  1.    */
  2.   private function deriveNameFromTable(string $tableName): string
  3.   {
  4.     $prefix = CLICSHOPPING::getConfig('db_table_prefix');
  6.     return str_replace([$prefix, '_embedding'], '', $tableName);
    
    
    Use the first-class callable syntax ($this->method(...))
    
    
    
                    
    Time to fix: about 15 minutes
    
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                                    Last edited  by clicshopping
                    
                            
    
        
    
    
  7.   }
  9.   /**
  10.    * Classify every known table as entity / satellite / system
  11.    *
in Core/ClicShopping/AI/Infrastructure/Async/PostResponseDeferrer.php, line 63 
  1.   {
  2.     self::$queue[] = ['task' => $task, 'label' => $label];
  4.     if (!self::$registered) {
  5.       self::$registered = true;
  6.       register_shutdown_function([self::class, 'flushAndRun']);
    
    
    Use the first-class callable syntax ($this->method(...))
    
    
    
                    
    Time to fix: about 15 minutes
    
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                                    Last edited  by clicshopping
                    
                            
    
        
    
    
  7.     }
  8.   }
  10.   /**
  11.    * Shutdown handler: flush the response to the client (PHP-FPM), then drain the queue.
in Core/ClicShopping/Apps/Configuration/ChatGpt/Classes/ClicShoppingAdmin/SubGpt/ResponseProcessor.php, line 328 
  1.           substr($result, 0, 100)
  2.         ));
  3.       }
  5.       // Extract usage metrics. 
  6.       $lastResponse = is_callable([$chat, 'getLastResponse']) ? $chat->getLastResponse() : null;
    
    
    Use the first-class callable syntax ($this->method(...))
    
    
    
                    
    Time to fix: about 15 minutes
    
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                                    Last edited  by clicshopping
                    
                            
    
        
    
    
  8.       if (!is_null($lastResponse) && isset($lastResponse['usage'])) {
  9.         self::$lastTokenUsage = [
  10.           'prompt_tokens' => $lastResponse['usage']['prompt_tokens'] ?? 0,
  11.           'completion_tokens' => $lastResponse['usage']['completion_tokens'] ?? 0,