Inside the three-tier inference fabric: core, sovereign edge, hotel network
Why a single hyperscale region cannot deliver sub-40ms multimodal inference — and how a heterogeneous fabric solves latency, residency and cost simultaneously.
Cross-border residency scheduling without sacrificing throughput
How the scheduler encodes GDPR, PIPL, HIPAA and UAE PDPL as first-class constraints — and still keeps p99 latency under 220ms.
Live KV-cache migration between POPs for stateful agents
A deep dive into how we hand off multi-turn agent state between hotel-edge nodes when the user's network path changes mid-session.
Retry, backoff and region failover patterns for the Aether SDKs
Practical guidance on wiring the SDKs into production services — including how to interpret X-Aether-Route and when to trust the scheduler's failover.
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