u/Prestigious-Cow8623

Hot take: AI agents need observability before autonomy

Everyone wants fully autonomous AI agents.

But most teams still lack basic observability:

  • action tracing
  • permission boundaries
  • identity management
  • runtime monitoring
  • cross-agent visibility
  • anomaly detection

Right now, a lot of agents are effectively:
“LLM + tools + production access + vibes.”

That might work for prototypes.
Probably not for enterprise-scale deployment.

Feels like we’re recreating early DevOps/cloud mistakes:
move fast first, governance later.

Except now the software can independently:

  • browse systems
  • execute actions
  • call APIs
  • make decisions
  • and trigger downstream workflows

Autonomy without observability seems dangerous.

Curious whether others think:

  1. Security/governance becomes mandatory infrastructure for agents
  2. Or if this will mostly be solved inside existing platforms
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u/Prestigious-Cow8623 — 8 days ago