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This paper introduces Kale, a spreadsheet prototype that prevents bugs caused by structural changes to referenced tables by restricting reference types, with user studies showing its effectiveness in reducing errors.
DriftGuard is a PyPI package that adds a semantic memory layer for AI agents, allowing them to remember past mistakes and avoid repeating them by comparing proposed actions against a graph of past failures.