Enable Discovery debug logging for production troubleshooting

- Add DISCOVERY_LOG_LEVEL=debug
- Add DISCOVERY_SHOW_PROGRESS=true
- Temporary changes for debugging InitializerProcessor fixes on production

src/Framework/Waf/MachineLearning/AnomalyDetectorInterface.php

@@ -0,0 +1,75 @@
+<?php
+
+declare(strict_types=1);
+
+namespace App\Framework\Waf\MachineLearning;
+
+use App\Framework\Waf\MachineLearning\ValueObjects\AnomalyDetection;
+use App\Framework\Waf\MachineLearning\ValueObjects\BehaviorBaseline;
+use App\Framework\Waf\MachineLearning\ValueObjects\BehaviorFeature;
+
+/**
+ * Interface for anomaly detection algorithms
+ */
+interface AnomalyDetectorInterface
+{
+    /**
+     * Get detector name
+     */
+    public function getName(): string;
+
+    /**
+     * Get supported behavior types
+     */
+    public function getSupportedBehaviorTypes(): array;
+
+    /**
+     * Check if detector can analyze the given features
+     */
+    public function canAnalyze(array $features): bool;
+
+    /**
+     * Detect anomalies in behavioral features
+     *
+     * @param BehaviorFeature[] $features
+     * @return AnomalyDetection[]
+     */
+    public function detectAnomalies(array $features, ?BehaviorBaseline $baseline = null): array;
+
+    /**
+     * Update detector model with new data
+     *
+     * @param BehaviorFeature[] $features
+     */
+    public function updateModel(array $features): void;
+
+    /**
+     * Get detector configuration
+     */
+    public function getConfiguration(): array;
+
+    /**
+     * Check if detector is enabled
+     */
+    public function isEnabled(): bool;
+
+    /**
+     * Get detector confidence threshold
+     */
+    public function getConfidenceThreshold(): float;
+
+    /**
+     * Set detector confidence threshold
+     */
+    public function setConfidenceThreshold(float $threshold): void;
+
+    /**
+     * Get expected processing time in milliseconds
+     */
+    public function getExpectedProcessingTime(): int;
+
+    /**
+     * Check if detector supports real-time analysis
+     */
+    public function supportsRealTime(): bool;
+}