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Show HN: Turning Sentry errors into AI generated GitHub PRs with fixes
Sentry报错秒变AI自动修复的GitHub PR，直接审查合并，省时省力。
Article URL: https://bugzero.dev Comments URL: https://news.ycombinator.com/item?id=48739540 Points: 2 # Comments: 1
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Diagnosing and Repairing Factual Errors in RAG under Budget Constraints
预算受限下如何诊断并修复RAG事实错误？新方法给出高效方案，值得关注。
arXiv:2606.29377v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) improves the factuality of large language models by grounding res…
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From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs
新方法利用大语言模型结合上下文信息，智能修复软件回归错误，经验评估验证有效性
arXiv:2506.13182v2 Announce Type: replace-cross Abstract: [...] Since then, various APR approaches, especially those leveraging the power of large lan…
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Understanding, Detecting, and Repairing Real-World In-Context-Learning-Based Text-to-SQL Errors
FSE 2026收录的论文，系统分类并修复基于上下文学习的Text-to-SQL实际错误，理论与实用兼备。
arXiv:2501.09310v3 Announce Type: replace-cross Abstract: Large language models (LLMs) have been adopted for text-to-SQL tasks, utilizing their in-con…
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5 JSON Errors That Break APIs (And How to Fix Them)
一文学会识别和修复导致API崩溃的5种常见JSON错误，附实用修复技巧和示例代码。
If you've worked with APIs long enough, you've probably experienced this situation. You send a request. The endpoint should work. The payload looks co…
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Why your LLM tool calls silently break — and a ~10µs fix
揭示LLM工具调用因JSON截断悄无声息失败的根因，一个微秒级的修复技巧。
If you stream tool calls or structured output from an LLM, you have almost certainly seen one of these in production: json.decoder.JSONDecodeError: Un…
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Polite on the Surface, Wrong in Practice: A Curated Dataset for Fixing Honorific Failures in Multilingual Bangla Generation
孟加拉语生成中敬语错误屡见不鲜，这份精心策划的数据集专门针对多语言模型进行修复，值得关注。
arXiv:2605.22487v1 Announce Type: new Abstract: Recent advances in Multilingual Large Language Models (MLLMs) have significantly enhanced cross-lingua…