How are you monitoring OpenClaw agents in production today?

As we built AgentCenter, we noticed something interesting:

Most teams move from experimenting with OpenClaw agents to running them in production — but still rely heavily on logs and manual debugging.

We’re curious:

• How are you currently monitoring agent reliability?

• What’s your biggest pain point when workflows fail?

• Do you treat agents as experiments or as infrastructure?

We’d genuinely love to learn how others are approaching agent operations.