It takes a new SRE 3-6 months to become genuinely useful on-call, and that's only after they've been paged through a few incidents.
Tribal knowledge is the silent tax on every SRE team. The senior engineer remembers which cache to flush, which deployment to scale, which runbook to grab from the 2019 Confluence page. The new engineer doesn't, and learning is by getting paged into incidents, which is a brutal way to onboard. Until they internalize it, the rotation is effectively short-staffed, and the senior is paged twice as often as the schedule says.
Nova externalizes the tribal knowledge into runbooks, similar-incident lookups, and an AI copilot that walks new engineers through the response in real time.
Every known incident pattern has a runbook attached. New engineers see it the moment the alert fires, with the matching past incidents linked.
Nova matches the firing alert against past incidents and surfaces the three most similar, with their resolutions. The new engineer sees what worked last time.
Nova's AI copilot suggests the next action, explains the reasoning, and exposes the policy envelope. The new engineer learns the pattern by following along, not by trial and error in production.
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