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Re:Show HN: H-CLI – Manage network infrastructure with natur... by jlongo78 on Sunday March 01, 2026 @10:59PM (#47213715)
Nice project. One pattern I've seen work well with natural language infra tools is pairing them with persistent terminal sessions so you can resume context mid-troubleshoot without re-explaining your network state. The LLM context gets expensive to rebuild. Also worth considering multi-pane layouts when you're running diagnostics alongside the CLI itself - seeing live output next to the agent conversation catches hallucinated commands before they propagate.
Re:Show HN: H-CLI – Manage network infrastructure with natur... by h-network on Saturday March 07, 2026 @11:24PM (#47294378)
it actually saves everything as chunks and jsonl then during setup you can configure at what time to embed the conversation history daily :) So it has rag and embedding automatically out of the box.

This tackles exactly what youre describing

Re:Show HN: H-CLI – Manage network infrastructure with natur... by jlongo78 on Saturday March 07, 2026 @11:25PM (#47294385)
nice! chunking and jsonl is smart. love the auto rag—makes life easier.