SWIFT amortizes agentic workflow design by distilling structural priors from prior search trajectories and transferring them via few-shot LLM prompting, outperforming search-based methods by a large margin at three orders of magnitude lower per-task cost.
Big- CodeBench (complex code tasks dissimilar from HumanEval/MBPP) shows the smallest (+2.7)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Why Search When You Can Transfer? Amortized Agentic Workflow Design from Structural Priors
SWIFT amortizes agentic workflow design by distilling structural priors from prior search trajectories and transferring them via few-shot LLM prompting, outperforming search-based methods by a large margin at three orders of magnitude lower per-task cost.