CodeGen News for 2025-01-28
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
The Future of Developer Tools: Open-Source AI Code Assistants and Modular AI Systems. (22.01.2025)
Paradigm-Based Automatic HDL Code Generation Using LLMs - academic text by Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo and Ulf Schlichtmann. (22.01.2025)
Reading materials
Zero-Shot to Few-Shot: A Developer’s Guide to Root Prompting Techniques - article by nagasuresh. (20.01.2025)
Effortless Web-Based RAG Evaluation Using Tavily and LangGraph. (20.01.2025)
AWS - Safeguard your generative AI workloads from prompt injections. (21.01.2025)
Revisit Self-Debugging with Self-Generated Tests for Code Generation - academic text by Xiancai Chen, Zhengwei Tao, Kechi Zhang, Changzhi Zhou, Wanli Gu, Yuanpeng He, Mengdi Zhang, Xunliang Cai, Haiyan Zhao and Zhi Jin. (22.01.2025)
Paradigm-Based Automatic HDL Code Generation Using LLMs - academic text by Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo and Ulf Schlichtmann. (22.01.2025)
Correctness Assessment of Code Generated by Large Language Models Using Internal Representations - academic text by Tuan-Dung Bui, Thanh Trong Vu, Thu-Trang Nguyen, Son Nguyen and Hieu Dinh Vo. (22.01.2025)
An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities - academic text by Zezhou Yang, Sirong Chen, Cuiyun Gao, Zhenhao Li, Xing Hu, Kui Liu and Xin Xia. (23.01.2025)
Accelerating Numerical Relativity with Code Generation: CUDA-enabled Hyperbolic Relaxation - academic text by Samuel D. Tootle, Leonardo R. Werneck, Thiago Assumpcao, Terrence Pierre Jacques and Zachariah B. Etienne. (23.01.2025)
Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation - academic text by Sangyeop Yeo, Seung-won Hwang and Yu-Seung Ma. (23.01.2025)
How to Harness the Power of AI in Coding - article by yingkitw. (25.01.2025)
How to Effectively Use AI Code Reviewers on GitHub - article by Talia Parnel. (26.01.2025)
Watching materials
Generative AI and Finance. (22.01.2025)
The Future of Developer Tools: Open-Source AI Code Assistants and Modular AI Systems. (22.01.2025)
Build Slack Apps with Replit Agent. (22.01.2025)
Listening materials
The TWIML AI Podcast episode - AI Engineering Pitfalls with Chip Huyen - 715. (22.01.2025)
What the tech!? Podcast episode - The Future Of Software With AI Coding Assistant. (23.01.2025)
Updates from codegen projects
Mistral's New AI Appears to Beat OpenAI Model in Code Generation. (22.01.2025)
Introducing Citations on the Anthropic API. (23.01.2025)
OpenAI rolled out Canvas support for o1 model with React and HTML rendering. (26.01.2025)
Google working on Code Artifacts for Gemini, inspired by Canvas and Artifacts. (26.01.2025)
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