How to debug incidents in production when your infrastructure is constantly changing? We break down how we built a temporal knowledge graph (Neo4j) that unifies cloud, Kubernetes, Terraform, and observability data into a versioned system of record. We’ll cover the core modeling choices, ingestion pipeline, and architectural trade-offs, plus how this unlocks time-aware queries to pinpoint what changed before incidents.
Roxane Fischer is the CEO of Anyshift and a former AI researcher.
