RackWatch
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

RackWatch turns a photo of a server rack into a live asset inventory, then uses that inventory to triage alert storms. SAM (Segment Anything Model) 3.1 and Muse Spark find each device and read make, model, serial and rack position into a CMDB (configuration management database). When hundreds of alerts hit at 2 AM, a Muse Spark agent investigates with tools (CMDB, log search, simulated ping and DNS, a knowledge base) over data scrubbed of PII (personally identifiable information), and collapses the flood into a few incidents whose root causes cite exact log lines. A deterministic verifier the agent can't influence checks every claim, the grouping, and that the fix is approved, and it forces a re-plan if anything fails. A person approves the ticket and client email, and techs add voice notes transcribed by Muse Voice Transcribe. Try the recorded runs with no key at https://ca-rackwatch-demo.mangograss-1e4cf20f.eastus2.azurecontainerapps.io