Recap Scaling the Future: Reddit AMA on Network Automation at Scale

TL;DR: Cisco’s Strategic Path

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 just isn’t transferring towards totally autonomous AI. As an alternative, AI acts as a reasoning software that analyzes telemetry, detects points, and proposes validated fixes. Human approval is all the time 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 complicated, multi-system deployments into single, automated workflows.

Automation Greatest Practices:

Begin Small: Concentrate on high-frequency, low-variability duties (like compliance audits or website turn-ups) to show ROI.
Standardize: Earlier than automating, guarantee you’ve got 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 stop configuration drift and restrict the “blast radius” of errors.
Organizational Alignment: The largest hurdle to automation isn’t the technology-it’s getting NetOps, Safety, and AppDev groups to agree on standardized processes and knowledge fashions.
Sources for Builders: Cisco encourages utilizing the DevNet Sandbox for experimentation and the Agentic Workflows Alternate 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, making certain that engineers stay in management whereas lowering handbook, repetitive labor.

Take a look at the Reddit AMA!