AIBullisharXiv – CS AI · 6h ago7/10
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From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work
Researchers introduce execution lineage, a DAG-based execution model that makes AI-native workflows reproducible and maintainable by explicitly tracking dependencies and enabling identity-based replay. Tested against traditional loop-based approaches, the system demonstrated superior performance in preserving work integrity during updates while preventing unrelated context contamination.