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Qwen3.6-35B-A3B powers local NetOps agents

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Qwen3.6-35B-A3B powers local NetOps agents
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// 45d agoMODEL RELEASE

Qwen3.6-35B-A3B powers local NetOps agents

A Reddit user says Qwen3.6-35B-A3B, run locally through llama.cpp and OpenCode, has been reliably SSHing into a Cisco switch and making changes. It reads like a practical field report on agentic tool use, not just another benchmark brag.

// ANALYSIS

The interesting part here is stability, not spectacle: the model appears to hold up in a brittle, stateful ops workflow where tool-call failures usually show up fast.

  • Local deployment matters here; the reported setup uses a high-context llama-server config, which suggests this is being pushed as an actual working agent stack, not a toy demo
  • If the claim holds up across more than one environment, Qwen3.6 starts to look genuinely useful for network automation, runbook execution, and other constrained ops tasks
  • The switch-control angle is high-risk by nature, so the real bar is narrow scopes, strong backups, and human review around every destructive action
  • This is still one anecdote, not proof of broad reliability, but it is the kind of anecdote practitioners care about because it maps to real operational pain
// TAGS
llmagentai-codingcliself-hostedopen-weightsqwen3-6-35b-a3b

DISCOVERED

45d ago

2026-04-19

PUBLISHED

45d ago

2026-04-19

RELEVANCE

9/ 10

AUTHOR

DeedleDumbDee