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How to Build a Network Automation Stack From The Ground Up

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Goes from zero automation to two data centers, a global backbone and multiple PoPs in months by building a concrete stack: NetBox as source of truth feeding an event/workflow bus, Ansible for templated device configuration, and a middle “device roll” processor that flattens relational queries so device lookups complete in seconds. Adds a custom collector that tags metrics into a time‑series DB, reconciles 60+ redundant alerts down to meaningful events, runs locally in containers, and proves repeatable in production deployments.

AI-written summary · about

  1. 0:00Intro
  2. 2:50Build around the Source of Truth
  3. 3:38High level Workflow
  4. 5:31Start with the Source of Truth
  5. 6:55Hybrid Source of Truth
  6. 8:26Netbox as a communication medium
  7. 9:18Tools Integration with Source of Truth
  8. 12:33The device model
  9. 14:46Generate our own device model module
  10. 16:06Custom module to generate device model
  11. 16:16Precalculated Peers IP for point to point links
  12. 17:10Diff and Full Commit
  13. 19:57Packaged Ansible inside a Docker Container
  14. 20:54Use docker to create multiple Environment
  15. 22:09Dynamic Inventory Configuration
  16. 22:40Datacenter Environment Directory
  17. 23:31Objectives for Monitoring and Alerting
  18. 23:49The Spine Down Syndrome ?
  19. 24:31Traditional Network Monitoring / Alerting Network Monitoring
  20. 25:49Modern Monitoring / Alerting Stack
  21. 27:47Modern Time serie Database
  22. 28:40Open source projects Monitoring / Alerting
  23. 29:33Introduction to Modern TSDB
  24. 33:13Network Monitoring / Alerting @ Roblox
  25. 33:49Reverse engineer the network design from the network itself?
  26. 34:47Network Monitoring / Alerting Stack Visualize
  27. 36:45Source of Data
  28. 37:16DHCP Relay pool status
  29. 38:51BGP interface Status tracking
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