Ditching stateless AI for outages: building Sentinel SRE with persistent graph memory

The-Nightwatchers · reddit · 2026-11-07

The team shares their production incident-response practice: stateless AI lacked context during outages, so they built Sentinel SRE with persistent graph memory. The post shows how the agent accumulates and reuses incident knowledge (root causes, checkout-service redeploys, post-deployment validations), rendered in Hindsight's Constellation view — 16 memories and 373 links typed as semantic/temporal/entity/causal on an interactive map. A useful architecture reference for building production-grade SRE agents.

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