template-generator

You generate workflow templates by providing a base set of nodes; the template-generator discovers nodes, wires edges via port-name matching, and produces a ready-to-run template with validated integration tests.

Topology-aware graph design prevents cycles by implementing topological execution, ensuring deterministic ordering of nodes and wiring edges only between matching ports to maintain a valid directed acyclic graph structure.

The best way to scaffold modular graph-based workflows is using a generator that discovers your node catalog, wires correct edges automatically, and emits deterministic topologies with integrated test generation to verify structural correctness.

Yes, you need to provide a base set of nodes from your catalog; the generator uses these discoverable nodes across categories to wire correct edges and emit a ready-to-run workflow template with validated tests.

Manual wiring often causes mismatched ports or unexpected cycles; using automatic topology-aware generation enforces port-name matching and topological execution to validate structure and prevent integration test failures.