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A collection of 5 posts
Local LLM Task Routing Decision: The Right Tool (Part 5)
The Right Tool

Local LLM Task Routing Decision: The Right Tool (Part 5)

The final routing decision for local LLM deployment in a network lab. Matching specific AI models to voice loops, background tasks, and critical operations.
26 Jun 2026 5 min read
Local LLM Writing and Prose Benchmark: The Right Tool (Part 4)
The Right Tool

Local LLM Writing and Prose Benchmark: The Right Tool (Part 4)

Part 4 of the local LLM network test. Evaluating six local AI models against Haiku on unstructured prose, session logs, and incident narratives.
19 Jun 2026 10 min read
Local LLM GPU Impact: The Right Tool (Part 3)
The Right Tool

Local LLM GPU Impact: The Right Tool (Part 3)

Part 3 of the local LLM network test. Turning on the NVIDIA T600 to measure actual VRAM utilization, thermal limits, and GPU impact on inference speed.
12 Jun 2026 9 min read
Corrected Local LLM Network Test: The Right Tool (Part 2)
The Right Tool

Corrected Local LLM Network Test: The Right Tool (Part 2)

Run 2 of the local LLM network test. Correcting token budgets and timeouts to see what six AI models can actually do when test design gets out of the way.
05 Jun 2026 7 min read
Evaluating Local LLMs on Network Tasks: The Right Tool (Part 1)
The Right Tool

Evaluating Local LLMs on Network Tasks: The Right Tool (Part 1)

Six local LLMs tested against five real network lab tasks. A baseline cold start run exposing the gap between assumed hardware capability and actual execution.
29 May 2026 7 min read
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