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#code-repair

2 curated events
papersTODAY 04:00 UTC

THEMIS Workflow Records Requirement-to-Repair Traces for LLM Program Repair

A new arXiv paper introduces THEMIS, a staged workflow for repairing code in repositories using large language models. The system publishes observable traces that document how issue requirements are turned into edits, along with evidence collected after those edits. The authors argue such inspectable records are needed alongside correct patches for repository-level repair.

llm/code-repair/agents/research
papersTODAY 04:00 UTC

Study Argues Repetition Alone Does Not Make Coding Agents Reliable

A new arXiv paper examines why generate-test-revise loops in coding agents fail to guarantee dependable code repair, focusing on the gap between producing a correct patch and keeping, verifying, and submitting it. The authors propose state-bound evidence and typed revision contracts to make the revision process more accountable. Their sealed five-seed study covers 30 tasks.

agents/code-repair/reliability/research