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Home»Healthcare»Recap Scaling the Future: Reddit AMA on Community Automation a…
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Recap Scaling the Future: Reddit AMA on Community Automation a…

RedlighttipsBy RedlighttipsApril 26, 2026No Comments2 Mins Read
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Recap Scaling the Future: Reddit AMA on Community Automation a…


Cisco Blogs / Developer / Recap Scaling the Future: Reddit AMA on Community Automation at Scale


TL;DR: Cisco’s Strategic Course

Cisco is shifting towards a unified operational mannequin that emphasizes standardization, human-in-the-loop AI, and intent-based automation.

  • AI as a “Reasoning Layer”: Cisco shouldn’t be shifting towards absolutely autonomous AI. As a substitute, AI acts as a reasoning software that analyzes telemetry, detects points, and proposes validated fixes. Human approval is at all times required earlier than any configuration modifications are pushed to the community.
  • Unified Operations (AgenticOps): The objective is to bridge the hole between cloud-managed (Meraki) and on-premises (Catalyst) environments. By utilizing a single “pane of glass” and unified APIs, Cisco goals to simplify advanced, multi-system deployments into single, automated workflows.

Automation Greatest Practices:

  • Begin Small: Deal with high-frequency, low-variability duties (like compliance audits or website turn-ups) to show ROI.
  • Standardize: Earlier than automating, guarantee you could have a single “Supply of Reality” (e.g., NetBox, Git-based workflows). Inconsistent insurance policies scale quicker than expertise can repair them.
  • Security First: Use “circuit breakers” (auto-halt on failure) and pre-deployment modeling to forestall configuration drift and restrict the “blast radius” of errors.
  • Organizational Alignment: The most important hurdle to automation isn’t the technology-it’s getting NetOps, Safety, and AppDev groups to agree on standardized processes and information fashions.
  • Assets for Builders: Cisco encourages utilizing the DevNet Sandbox for experimentation and the Agentic Workflows Change for pre-verified, drag-and-drop automation templates.

Key Takeaway: Cisco’s focus is on simplifying the administration of heterogeneous networks by unified APIs and deterministic AI, guaranteeing that engineers stay in management whereas lowering handbook, repetitive labor.

Try the Reddit AMA!

Authors

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Ana Nennig

Product Advertising Supervisor

Cisco Networking

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