Agents vs Pipelines: When LangGraph Beats Traditional Workflows

Most AI systems today still rely on linear pipelines. They look like this: Input → Transform → Predict → Output This works when problems are deterministic and well-defined. But modern AI problems are not. They involve uncertainty, external tools, an...