Your question is Resilience in Low-Bandwidth Environments. 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).
Tell me about how you would handle system failures or connectivity issues in a remote or low-bandwidth environment for Zipline's operations.
Discuss how you would design the end-to-end system, including edge behavior, synchronization, ML inference, recovery, observability, and safe degradation. Clarify ambiguous scale, reliability, data freshness, and operational requirements before proposing an architecture.
