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A developer shares AeroTrace-RCA, a flight-sensor root-cause analysis tool built with Claude Code that pairs a local Qwen 2.5 14B model with a strict LLM validator, and reports honest held-out numbers (60% top-1, 20% all-or-nothing) showing the gap between tuned and blind performance.