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Graceful failure recovery to keep projects moving
Automated skill failure recovery.
Fix infrastructure failures fast.
Diagnose StatefulSet rollout failures.
Enable fault-tolerant Claude Code workflows.
Design fault-tolerant, resumable state-machine workflows
Design scalable, evolvable systems.
Prevent cascade failures.
Audit test skips for correctness
Build resilient React UIs with polished states
Debug local Kind cluster failures
Persistent agent state for reliability.