We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.

<h1> My Exit Rule Said '2 Periods' — My Code Was Counting Something Else Entirely </h1> <p>My funding-rate bot has an exit rule that reads like plain English:<br /> </p> <div

<!-- SC_OFF --><div class="md"><p>We spent the last year building a code indexing system and tried pretty much every retrieval approach along the way. Sharing what actually worked

<p>We talk about agents drifting. We almost never talk about the thing we measure them against drifting. But your golden dataset — the fixtures, expected outputs, and "known good"

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