LLM-Assisted NetOps

All technical articles related to LLM-Assisted NetOps.

• Where the parser belongs in an AI NetOps stack

  13 May, 2026

  Technical deep dive into Where the parser belongs in an AI NetOps stack

• Deny-by-default exceptions without opening the subnet

  10 May, 2026

  Technical deep dive into Deny-by-default exceptions without opening the subnet

• Why the workbench picked the wrong fix

  9 May, 2026

  Technical deep dive into Why the workbench picked the wrong fix

• Terminal-native workbenches versus sidecar web consoles

  7 May, 2026

  Technical deep dive into Terminal-native workbenches versus sidecar web consoles

• From raw CLI to stable entity graphs

  17 Apr, 2026

  Technical deep dive into From raw CLI to stable entity graphs

• TextFSM, parsers, and LLMs on the same CLI mess

  16 Apr, 2026

  Technical deep dive into TextFSM, parsers, and LLMs on the same CLI mess

• Designing an Open WebUI Front End for a Network Copilot

  23 Mar, 2026

  Technical deep dive into Designing an Open WebUI Front End for a Network Copilot