CodeGen News for 2025-07-23
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
Andrew Ng: Building Faster with AI. (10.07.2025)
The TWIML AI Podcast episode - Building Voice AI Agents That Don’t Suck [Kwindla Kramer] - 739. (15.07.2025)
Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization - academic text by Prashanth Vijayaraghavan, Apoorva Nitsure, Charles Mackin, Luyao Shi, Stefano Ambrogio, Arvind Haran, Viresh Paruthi, Ali Elzein, Dan Coops, David Beymer, Tyler Baldwin and Ehsan Degan. (16.07.2025)
Reading materials
Feature tree-driven synthesis improves training data for code LLMs - article by Microsoft Research Asia. (14.07.2025)
How Robust are LLM-Generated Library Imports? An Empirical Study using Stack Overflow - academic text by Jasmine Latendresse, SayedHassan Khatoonabadi and Emad Shihab. (14.07.2025)
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks - academic text by Hongchao Jiang, Yiming Chen, Yushi Cao, Hung-yi Lee and Robby T. Tan. (14.07.2025)
Beyond Code Generation: How Context Engineering Can Transform Developer Experience - article by Chad Metcalf. (14.07.2025)
System Cards Go Hard - article by Tabs Fakier. (15.07.2025)
CollabLLM: Teaching LLMs to collaborate with users - article by Shirley Wu, Michel Galley, Baolin Peng, Swadheen Shukla and Jianfeng Gao. (15.07.2025)
LLM-Based Config Synthesis requires Disambiguation - academic text by Rajdeep Mondal, Nikolaj Bjorner, Todd Millstein, Alan Tang and George Varghese. (16.07.2025)
QSpark: Towards Reliable Qiskit Code Generation - academic text by Kiana Kheiri, Aamna Aamir, Andriy Miranskyy and Chen Ding. (16.07.2025)
Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization - academic text by Prashanth Vijayaraghavan, Apoorva Nitsure, Charles Mackin, Luyao Shi, Stefano Ambrogio, Arvind Haran, Viresh Paruthi, Ali Elzein, Dan Coops, David Beymer, Tyler Baldwin and Ehsan Degan. (16.07.2025)
GitChameleon: Evaluating AI Code Generation Against Python Library Version Incompatibilities - academic text by Diganta Misra, Nizar Islah, Victor May, Brice Rauby, Zihan Wang, Justine Gehring, Antonio Orvieto, Muawiz Chaudhary, Eilif B. Muller, Irina Rish, Samira Ebrahimi Kahou and Massimo Caccia. (16.07.2025)
Towards Formal Verification of LLM-Generated Code from Natural Language Prompts - academic text by Aaron Councilman, David Fu, Aryan Gupta, Chengxiao Wang, David Grove, Yu-Xiong Wang and Vikram Adve. (17.07.2025)
Detecting LLM-generated Code with Subtle Modification by Adversarial Training - academic text by Xin Yin, Xinrui Li, Chao Ni, Xiaodan Xu and Xiaohu Yang. (17.07.2025)
Mastering Agentic Development with Gemini and Roo Code - article by Karl Weinmeister. (20.07.2025)
Watching materials
Andrew Ng: Building Faster with AI. (10.07.2025)
Meet Your New AI Pair Programmer - Claude Code Changes Everything. (17.07.2025)
Pair programming with AI. (17.07.2025)
Listening materials
The TWIML AI Podcast episode - Building Voice AI Agents That Don’t Suck [Kwindla Kramer] - 739. (15.07.2025)
The OpenAI Podcast episode - Brad Lightcap and Ronnie Chatterji on jobs, growth, and the AI economy. (15.07.2025)
Updates from codegen projects
Discover tools that work with Claude. (14.07.2025)
Sourcery - The Code Quality Battle Royale. (15.07.2025)
Introducing Amazon Bedrock AgentCore: Securely deploy and operate AI agents at any scale (preview). (16.07.2025)
OpenAI - Introducing ChatGPT agent: bridging research and action. (17.07.2025)
Wave 11: Just Keep Shipping. (17.07.2025)
Upcoming deprecations and changes to Copilot code review. (18.07.2025)
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