Agentic Systems

Graphs for Agentic Systems: Why We Use Them

As agentic systems become more capable, how we structure their workflows matters as much as the models themselves. One pattern we rely on at Softrobot is the graph, where each node reflects a concrete action or decision in the agent’s process. This isn’t off-the-shelf orchestration. It’s an in-house system, purpose-built around the idea of representing the agent’s evolving context as it runs. Here’s why that structure works, and how we apply it to get the most of what matters.