Optimize globally: Place read replicas near users, route reads by latency, and monitor replication lag. Tune indexes and connection pools to keep apps fast and resilient.
Migrate legacy monoliths to AWS serverless by mapping domains, extracting APIs, moving data safely, and deploying iteratively with Lambda, API Gateway, and observability.
Secure multi-cloud environments by unifying IAM, enforcing zero trust, encrypting data, centralizing logs, and continuously validating configurations across providers.
Reduce latency by profiling service calls, caching hot data, tuning timeouts, and replacing chatty sync APIs with batched, async messaging where possible.
Pod evictions in high-traffic clusters often stem from memory pressure, disk pressure, or QoS misalignment. Start with node events, resource requests, and eviction thresholds.




