From Dev.to
Part 2: 4-Gate AST Verification & Static Call Inventories (4B Edge NPU vs. Frontier)
In Part 1, we introduced SpaghettiLens-AI (v0.5.0), showing how running a compact 4B parameter model (qwen3-4b-instruct-2507) on a local Snapdragon NPU exposed multi-tier orchestration weaknesses in a...