Chaos Engineering Framework for Resilience Testing

Develop a comprehensive chaos engineering framework that can inject controlled failures into a Kubernetes environment, targeting specific service dependencies and infrastructure components. Create a flexible system that can: randomly terminate pods, simulate network latency, induce resource constraints, and generate detailed resilience reports. Include automatic rollback mechanisms and integration with existing monitoring systems to capture system behavior during controlled failure scenarios.