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cs.PL2026
FlowBook: Enforcing Reproducibility in Computational Notebooks
Stephen N. Freund, Emery D. Berger, Cormac Flanagan +1
Computational notebooks are notoriously prone to reproducibility failures. By permitting out-of-order cell execution, notebooks accumulate hidden state and implicit dependencies th…
cs.PL2025
Effective LLM-Driven Code Generation with Pythoness
Kyla H. Levin, Kyle Gwilt, Emery D. Berger +1
The advent of large language models (LLMs) has paved the way for a new era of programming tools with both significant capabilities and risks, as the generated code lacks guarantees…