Can AI agents replace n8n, Make, Zapier, and workflow engines? This article reframes the debate around enterprise shared state, legal transitions, constraints, and the boundary between semantic judgment and deterministic software.
I built a JEV and n8n email classification PoC expecting to focus on model performance. The harder work was defining the active request, writing category boundaries, and deciding when a model judgment becomes a business decision.
AI agents do not need to reason through every step. Based on hands-on n8n PoCs, this article shows how to separate agentic reasoning from deterministic workflow control and carry that boundary into enterprise production architecture.
Build an event-driven AI automation flow where ChatGPT commits changes to GitHub, n8n applies policy, and an OCI FastAPI runtime executes only allowlisted actions against the exact commit.