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    Home»Cloud Computing»Recap Scaling the Future: Reddit AMA on Network Automation at Scale
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    Recap Scaling the Future: Reddit AMA on Network Automation at Scale

    big tee tech hubBy big tee tech hubApril 25, 2026012 Mins Read
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    Recap Scaling the Future: Reddit AMA on Network Automation at Scale
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    Cisco Blogs / Developer / Recap Scaling the Future: Reddit AMA on Network Automation at Scale


    TL;DR: Cisco’s Strategic Direction

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

    • AI as a “Reasoning Layer”: Cisco is not moving toward fully autonomous AI. Instead, AI acts as a reasoning tool that analyzes telemetry, detects issues, and proposes validated fixes. Human approval is always required before any configuration changes are pushed to the network.
    • Unified Operations (AgenticOps): The goal is to bridge the gap between cloud-managed (Meraki) and on-premises (Catalyst) environments. By using a single “pane of glass” and unified APIs, Cisco aims to simplify complex, multi-system deployments into single, automated workflows.

    Automation Best Practices:

    • Start Small: Focus on high-frequency, low-variability tasks (like compliance audits or site turn-ups) to prove ROI.
    • Standardize: Before automating, ensure you have a single “Source of Truth” (e.g., NetBox, Git-based workflows). Inconsistent policies scale faster than technology can fix them.
    • Safety First: Use “circuit breakers” (auto-halt on failure) and pre-deployment modeling to prevent configuration drift and limit the “blast radius” of errors.
    • Organizational Alignment: The biggest hurdle to automation isn’t the technology-it’s getting NetOps, Security, and AppDev teams to agree on standardized processes and data models.
    • Resources for Developers: Cisco encourages using the DevNet Sandbox for experimentation and the Agentic Workflows Exchange for pre-verified, drag-and-drop automation templates.

    Key Takeaway: Cisco’s focus is on simplifying the management of heterogeneous networks through unified APIs and deterministic AI, ensuring that engineers remain in control while reducing manual, repetitive labor.

    Check out the Reddit AMA!

    Authors

    Avatar

    Ana Nennig

    Product Marketing Manager

    Cisco Networking

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