Your question is Handling Edge Data Write Bottlenecks. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How do you handle database write bottlenecks when processing large, continuous streams of structured data from edge devices in Fieldai systems?
Explain how you would design ingestion, buffering, batching, partitioning, backpressure, and database writes while preserving ordering, durability, idempotency, and acceptable latency.
Address failure recovery, duplicate events, schema evolution, observability, and how you would validate that the bottleneck has been removed rather than moved to another pipeline stage.