The goal is to connect performance, capacity, resilience, observability, incident response and cost into one coherent production design.
CAPSTONEAI SRE
AI SRE Capstone
Design the operating model for a fictional global AI platform with customer chat, enterprise RAG, agents, multiple providers and self-hosted GPU inference.
Your platform must serve 20,000 employees and customer traffic, meet 99.9% availability, survive one provider outage and keep p95 TTFT under two seconds for interactive requests.
Define SLIs/SLOs, routing, capacity headroom, dashboards, degraded modes, DR, release gates and the first three runbooks.
REMEMBERAI SRE is the discipline of making the entire AI system operable under real-world failure.
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