agent.invoke({}, {debug: true}) is not logging anything to console when debug is true

[SaM-0777]

I have made a simple agent and when I do

const finalState = await agent.invoke({
      messages: [
        new HumanMessage(`
          Question: ${question}
        `),
      ],
    }, {
      debug: true,
    });

I am trying to visualize the agent (such as what are the tools it is calling and the States), but setting debug=true does not help at all.