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Lessons (4)

• Resilience Patterns

  … Timeouts, retries with backoff, circuit breakers, bulkheads, fallbacks and rate limits keep one failure from taking everything down …

• Scaling, Load Balancing & Rate Limiting

  … timeouts, retries with backoff, circuit breakers.

• Service Communication: Sync vs Async

  … thread. - 🔁 Retry with backoff , but only idempotent operations. - ⚡ Circuit breakers to fail fast when a dependency is down …

• Deploying & Operating Microservices

  … live , /health/ready ) - [ ] Timeouts, retries with backoff, and circuit breakers on outgoing calls - [ ] Graceful shutdown (finish in-flight …