Evaluate architectural tradeoffs across scalability, reliability, cost, and operations. Work through three guided steps — pick a workload, set your priorities, and get an evidence-based recommendation.
Millions of events, ordering, replay, analytics.
Reliability, correctness, low latency.
Pipelines, async processing, scale.
Cloud analytics, governance, pipelines, and large-scale data processing.
Availability, latency, developer velocity.
Device fleets, per-device ordering, replay.
Multi-channel fan-out, retries, delivery.
Orders, inventory, correctness, spikes.
Tracking, carrier events, cost control.
Task queues, retries, worker scaling.
Gaming, presence, live collaboration, sub-second latency.
Claims, compliance, audit trails, replay.
Fully managed AWS streaming, lower ops.
SaaS events, routing, schema governance.
Sub-millisecond transport, complex routing.
Bursty glue code, scale to zero, pay per call.
Long-running microservices, Fargate.
Governance, compliance, hybrid estates.
Choose a scenario above to see the engineering context.
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