Commit to a Three-Day Local Eval Loop
Commit to one measurable PDCA improvement loop for a local LLM workflow.
A local extraction prompt returns invalid JSON on invoice or ticket data during a weekly batch. A local RAG model misses citations on policy answers from approved PDFs during compliance review. A quantized local model is fast enough but fails edge-case support summaries in triage testing. one local LLM workflow with a measurable quality or reliability problem in prompts, retrieval, quantization, or inference The next improvement should change one variable and measure both answer quality and operating behavior. I will run a three-day PDCA loop for [local workflow]. Baseline: [sample and current metric]. Change: [one variable only]. Check: [quality metric]…
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