AI Can't Use Data it Doesn't Have
summary
Roadie ingests users and infrastructure into the Backstage catalog (Slack, GitHub, PagerDuty) and auto‑creates relationships so an AI agent can traverse that map to locate a problematic pod on an EKS cluster and produce a root‑cause analysis during a live demo that succeeds. The system also automates war room setup (Slack channel, PagerDuty incident, on‑call lookup). Measured claims: simple queries are 34% faster than direct GitHub connections and use up to 88% fewer tokens.
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