Building a Private Local AIOps Assistant: Part 3 - Final Modelfile, and AI Model
This post ends with final selection of AI model and creation of a Modelfile that works for creating interface configs for Juniper interfaces with Zero input from user.
Latest Technical Insights
Deep-dives into NetDevOps, multi-vendor API architectures, and real-world network automation engineering.
Building a Private Local AIOps Assistant: Part 2 (The Modelfile Breakthrough)
Stop fighting local model amnesia and slow inference speeds. Learn how to bake a multi-vendor topology map directly into your Ollama Modelfile binary for near-instant, zero-hallucination configuration rendering.
Building a Private Local AIOps Assistant: Part 1 (The Foundation)
Stop exposing sensitive infrastructure data to public cloud AI tools. Learn how to build a private, local AIOps assistant using Ollama and Llama 3.2 optimized to run efficiently on an older Xeon CPU lab environment.
Running containerlabs Inside Jenkins Container
Map docker daemon from host to docker container
Git / GitHub - Notes
My personal notes on Git and Github
localhost:8000/ztp/automation/
Bridge the Gap Between Code & Infrastructure.
A complete, practical guide and codebase for modern network engineers looking to master Python, Django, and REST APIs.
I wrote Full Stack Network Automation to help traditional network engineers transition into high-scale automation architects. This project-driven book guides you step-by-step through building a complete, production-grade Zero Touch Provisioning (ZTP) web application from scratch, tested on real multi-vendor topologies.
Expert Network Engineering Curriculums
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BGP for Juniper Environments
JNCIS, JNCIPMaster the mechanics of Border Gateway Protocol within Junos OS. Features deep-dives into routing policy architecture, attribute manipulation, and transit workflows.
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Ansible for Network Engineers
Cisco IOS, Junos, AristaA comprehensive, lab-driven course covering core automation fundamentals and multi-vendor playbook deployments. No previous coding experience required.
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31 Lectures & Quizzes
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