Immediate Testing Opportunities 1. Test the Original Problem: cd klab/wuji provisioning -c c server --orchestrated This should now work through the orchestrator, bypassing the deep call stack issue. 2. Test Workflow Management: # List workflows nu -c "use ../core/nulib/workflows/management.nu; workflow list" # Check orchestrator status nu -c "use ../core/nulib/workflows/management.nu; workflow orchestrator" # Submit a test server workflow nu -c "use ../core/nulib/workflows/server_create.nu; server_create_workflow 'test-infra' 'config.user.toml' ['server1']" Production Readiness Steps 3. Integration Testing: - Test server creation workflows with real infrastructure - Verify taskserv deployment through orchestrator - Test cluster operations via REST API 4. Performance Validation: - Confirm parallel processing works (the original foreach issue) - Monitor orchestrator logs during heavy workloads - Test with your target scale (10-12 servers, ~12 taskservs each) 5. Production Deployment: - Move orchestrator to permanent location - Set up systemd service or similar for auto-start - Configure proper logging and monitoring Next Development Phase 6. Enhanced Features: - Dependency management between workflows - Workflow rollback capabilities - Real-time progress streaming - Workflow templates and presets The hybrid architecture is now complete and ready to solve your deep call stack limitations while preserving all existing Nushell business logic. Would you like to test the original failing command first?