CodeGen News for 2024-10-07
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging - academic text by Yuling Shi, Songsong Wang, Chengcheng Wan and Xiaodong Gu. (02.10.2024)
The AI Awakening: Implications for Business and the Economy – Business & Generative AI Workshop 2024. (03.10.2024)
Tadashi: Enabling AI-Based Automated Code Generation With Guaranteed Correctness - academic text by Emil Vatai, Aleksandr Drozd, Ivan R. Ivanov, Yinghao Ren and Mohamed Wahib. (04.10.2024)
Reading materials
Model Distillation in the API - article by OpenAI. (01.10.2024)
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging - academic text by Yuling Shi, Songsong Wang, Chengcheng Wan and Xiaodong Gu. (02.10.2024)
The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot - academic text by Fangchen Song, Ashish Agarwal and Wen Wen. (02.10.2024)
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis - academic text by Ulyana Piterbarg, Lerrel Pinto and Rob Fergus. (03.10.2024)
The Impact of Generative AI on Enterprise Software Development - article by Aditi Godbole. (03.10.2024)
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML - academic text by Patara Trirat, Wonyong Jeong and Sung Ju Hwang. (03.10.2024)
Steering Large Language Models between Code Execution and Textual Reasoning - academic text by Yongchao Chen, Harsh Jhamtani, Srinagesh Sharma, Chuchu Fan and Chi Wang. (04.10.2024)
Tadashi: Enabling AI-Based Automated Code Generation With Guaranteed Correctness - academic text by Emil Vatai, Aleksandr Drozd, Ivan R. Ivanov, Yinghao Ren and Mohamed Wahib. (04.10.2024)
How Code Generation Tools Transform Development Cycles - article by FAB Builder. (05.10.2024)
Watching materials
Understanding LLMs for Code Generation. (01.10.2024)
o1-Engineer: NEW AI Coding Agent - Develop HIGH Quality Full-stack App Without Writing ANY Code!. (01.10.2024)
Recordings from Business & Generative AI Workshop 2024. (03.10.2024)
The AI Awakening: Implications for Business and the Economy – Business & Generative AI Workshop 2024. (03.10.2024)
AI Generates the Code: Create Lissajous Curves in Grasshopper with Ease. (06.10.2024)
Listening materials
The TWIML AI Podcast with Sam Charrington episode - AI Agents for Data Analysis with Shreya Shankar - 703. (01.10.2024)
Cracking the AI Code with Jim Voss & John Murcott. (03.10.2024)
Updates from codegen projects
Codium.ai is now called Qodo. (30.09.2024)
Gemini Code Assist: AI-powered code generation. (30.09.2024)
Maximizing Software Development Productivity: A Full Guide to Effective KPIs. (02.10.2024)
Streamlined coding, debugging, and testing with GitHub Copilot Chat in VS Code. (03.10.2024)
GitHub Copilot Chat and o1-preview: Building a maze generator!. (03.10.2024)
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