--ai-networking | Networking.__init_

! Articles

building-a-system-for-ai-assisted-engineering.md

4 min

Building a System for AI-Assisted Engineering

Moving beyond vibe coding to structured AI-assisted development — using a .ai/ directory and project constitution to give AI assistants the context they need to be genuinely useful.

2026-02-08

the-ai-usage-dilemma-hard-skills-in-the-age-of-llms.md

3 min

The AI Usage Dilemma — Hard Skills in the Age of LLMs

As LLM accuracy improves from broken syntax to near-flawless output, the real question shifts: how much hard skill do we actually need, and how do we keep it sharp?

2026-02-08

--llm --ai-networking --automation

using-llms-to-parse-cisco-show-commands.md

4 min

Using LLMs to Parse Cisco Show Commands

Using large language models to extract structured data from show command output when TextFSM templates don't exist or are too rigid.

2026-02-01

--llm --ai-networking --cisco --python