Steve Souza

Founders building AI products: how do you monitor critical events?

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AI apps generate tons of events: model errors, API limits, automation failures, background jobs, and system alerts.

But sending everything as notifications quickly becomes noise.

How do you currently monitor important events in your AI stack?

  • Observability tools?

  • Slack alerts?

  • Custom dashboards?

We’re experimenting with a rule-based alert system in NotiLens, but I'm curious what others in the Product Hunt community use.

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