A resilient system treats external providers as failure-prone dependencies. It measures availability, separates stale data from missing data, escalates alerts in stages and defines what the product may safely do while degraded.
Field note · Reliability · AI systems · Market data
Designing AI systems for provider failure
Patterns for staged outage detection, fallback data paths, health scoring and honest degraded-mode behaviour.
5 min read