The paper demonstrates a LangGraph-orchestrated LLM bug-fixing pipeline on two toy Python examples, but provides no benchmark evidence.
An empirical study on llm-based agents for automated bug fixing
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph
The paper demonstrates a LangGraph-orchestrated LLM bug-fixing pipeline on two toy Python examples, but provides no benchmark evidence.