Design Robust Multi-Stage Error Recovery Workflow

Create a comprehensive fault-tolerant automation framework that handles complex error scenarios across distributed systems. Design a workflow that can automatically detect, log, and self-heal failures with configurable retry mechanisms, circuit breakers, and escalation protocols. Include detailed decision trees for different error types, prioritization of recovery strategies, and integration with monitoring/alerting systems. Provide pseudocode demonstrating how the system would handle cascading failures, network interruptions, and resource constraints.