Defensive Design (Error Prevention & Recovery)

Tactics

• Inline validation; idempotent actions; retry with backoff.
• Undo/rollback; autosave and drafts; clear error messages.

References

• Nielsen, J. — Error Prevention & Recognition rather than Recall (Heuristics).
• Microsoft Resiliency Patterns; Google SRE — Idempotency and retries.