1. Cyclic Dependency Decomposition in Microservices
DevOps EngineerBackground
A distributed backend contains intertwined service calls causing circular dependencies during automated deployment.
Problem
Identify the exact service clusters causing dependency cycles and find the top-level deployment order of the decoupled service blocks.
How to use
Enter service dependency calls as directed edges, enable directed graph mode, set a traversal start service, and run the decomposition.
graphInput: "auth -> user\nuser -> billing\nbilling -> auth\nbilling -> notify\nnotify -> audit", directed: true, startNode: "auth", maxDepth: 4Outcome
Isolates the {auth, user, billing} 3-node SCC cycle, reports notify and audit as downstream singletons, and provides the condensation DAG topological order.