Towards Data Science
Friday, July 17, 2026
Emmimal P Alexander
Context Engineering Isn’t Enough — A Loop Engineering Experiment With No LLM Inside the Loop

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Everyone is talking about loop engineering, but most discussions assume an LLM sits at the center of the loop.
I wanted to isolate the architecture itself.
So I built a deterministic, zero-dependency Python benchmark that replaces the model with simple rules, allowing me to measure one question d...
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