CodeGen News for 2025-06-05
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
Training Language Models to Generate Quality Code with Program Analysis Feedback - academic text by Feng Yao, Zilong Wang, Liyuan Liu, Junxia Cui, Li Zhong, Xiaohan Fu, Haohui Mai, Vish Krishnan, Jianfeng Gao and Jingbo Shang. (28.05.2025)
A Reward-driven Automated Webshell Malicious-code Generator for Red-teaming - academic text by Yizhong Ding. (30.05.2025)
Reading materials
GUARD:Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation - academic text by Naizhu Jin, Zhong Li, Tian Zhang and Qingkai Zeng. (27.05.2025)
Linear Layouts: Robust Code Generation of Efficient Tensor Computation Using F2 - academic text by Keren Zhou, Mario Lezcano, Adam Goucher, Akhmed Rakhmati, Jeff Niu, Justin Lebar, Pawel Szczerbuk, Peter Bell, Phil Tillet, Thomas Raoux and Zahi Moudallal. (27.05.2025)
Training Language Models to Generate Quality Code with Program Analysis Feedback - academic text by Feng Yao, Zilong Wang, Liyuan Liu, Junxia Cui, Li Zhong, Xiaohan Fu, Haohui Mai, Vish Krishnan, Jianfeng Gao and Jingbo Shang. (28.05.2025)
HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding - academic text by Emmanuel Anaya González, Raven Rothkopf, Sorin Lerner and Nadia Polikarpova. (28.05.2025)
Self-Correcting Code Generation Using Small Language Models - acdaemic text by Jeonghun Cho, Deokhyung Kang, Hyounghun Kim and Gary Geunbae Lee. (29.05.2025)
LLM Performance for Code Generation on Noisy Tasks - academic text by Radzim Sendyka, Christian Cabrera, Andrei Paleyes, Diana Robinson and Neil Lawrence. (29.05.2025)
VERINA: Benchmarking Verifiable Code Generation - academic text by Zhe Ye, Zhengxu Yan, Jingxuan He, Timothe Kasriel, Kaiyu Yang and Dawn Song. (29.05.2025)
My first experience with vibe programming (lovable.dev) - article by Paul Heintzelman. (29.05.2025)
Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach - academic text by Melika Sepidband, Hamed Taherkhani, Song Wang and Hadi Hemmati. (29.05.2025)
SwiftEval: Developing a Language-Specific Benchmark for LLM-generated Code Evaluation - academic text by Ivan Petrukha, Yana Kurliak and Nataliia Stulova. (30.05.2025)
A Reward-driven Automated Webshell Malicious-code Generator for Red-teaming - academic text by Yizhong Ding. (30.05.2025)
Watching materials
Test-driven development with GitHub Copilot: A beginner's practical guide. (26.05.2025)
Don't Just Vibe Code It; Understand It. (29.05.2025)
Listening materials
Raising an Agent - Episode 6. (29.05.2025)
Updates from codegen projects
AI Studio now supports vibe coding with Gemini Code Assist. (26.05.2025)
Why Cline Doesn't Index Your Codebase. (27.05.2025)
GPT-4o Copilot May update. (28.05.2025)
Perplexity developing Deep Research mode with Claude 4 Opus and memory features. (28.05.2025)
Augment Code is the first AI coding assistant to be ISO/IEC 42001 Certified. (29.05.2025)
Introducing Copilot Spaces: A new way to work with code and context. (29.05.2025)
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