Context expansion isn't exclusive to programming assistants but affects LLMs broadly. Although LLMs increasingly support longer contexts (and I recently discussed computational optimizations), extended contexts remain costly and can introduce noise with irrelevant information.
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But that's just an example. Let's modify some real statistics to see the full value. We will create a small table, inject fake production-like statistics and watch the planner to change its mind.
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