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title: Cisco's Agents Reason Like a CCIE | daily.dev
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# Cisco's Agents Reason Like a CCIE

**[David Bombal](https://daily.dev/sources/davidbombal)** · 2 min read · 0 upvotes · 0 comments

## Summary

Cisco is introducing 'Agentic Operations' for networking, powered by Cisco Cloud Control. The approach breaks down AI-driven network management into four key phases: grounding problem detection in real user experience metrics, deep reasoning that teaches LLMs to interpret network data like a CCIE would, deterministic and auditable actions taken on the network, and closed-loop validation using tools like ThousandEyes for full-path visibility. The emphasis is on earning network engineers' trust through predictability, audit logging, and avoiding the hallucination risks of naive LLM usage.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.youtube.com/watch?v=IqUp1k-TcJU>

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---

Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#networking](https://daily.dev/tags/networking), [#cisco](https://daily.dev/tags/cisco)

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