What’s the hardest part of monitoring n8n, Zapier, Make, or AI agent workflows in production?

We built RootBrief because automation workflows often fail silently after deployment.

n8n, Zapier, Make, LangChain, CrewAI, OpenAI Agents, and OpenClaw workflows can break because of API changes, expired credentials, missing runs, failed agents, or unnoticed cost spikes.

We’re curious:

What’s the hardest part of monitoring automations or AI workflows in production today?

1. Silent failures

2. Missed runs

3. Credential/API key issues

4. No unified dashboard

5. Alert fatigue

6. Cost visibility

7. Something else

Would love to hear what teams are dealing with.