EV-QA-Framework

Complete Roast Fix — All 27 Findings Addressed

HIGH Priority (6 fixes)

• README thermal runaway threshold: 85C -> 130C
• Moved pytest to dev dependencies
• Unified version to 2.1.5
• Fixed Dockerfile healthcheck
• Removed cosmetic async from run_test_suite
• Added Grafana env var credentials

MEDIUM Priority (4 fixes)

• Removed redundant check_percentage_range validator
• Translated simple_demo.py to English
• Fixed settings.yaml phantom reference
• Secured Grafana with env var

LOW Priority (17 fixes)

• Optional extras: web, can, monitoring, all
• Docker resource limits (4G/2CPU tests, 1G/1CPU grafana)
• SIGTERM graceful shutdown handler
• joblib -> JSON + NumPy serialization (no arbitrary code exec)
• StreamingAnomalyDetector for real-time monitoring
• Bootstrap confidence intervals in thermal runaway
• GradientBoosting added to AutoML
• vehicle_id labels on all Prometheus metrics
• Config singletons -> factory functions (get_default_config, get_tesla_config)
• HTTP health_check() method
• critical_dtdt unit defined (C/s at 1 Hz)
• Gradient detection requires 2+ features monotonic
• anomaly_score semantics documented in docstring
• Model versioning in save/load
• Hypothesis property-based tests (3 tests)

Test Results

980 tests passing, 0 failures