CodeGen News for 2025-04-23
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
Vibe Interview with King of AI Coding (Replit CEO - $1.2bn). (15.04.2024)
Google just destroyed all vibe-coding apps (Firebase Studio). (14.04.2025)
ReadMe.LLM: A Framework to Help LLMs Understand Your Library - academic text by Sandya Wijaya, Jacob Bolano, Alejandro Gomez Soteres, Shriyanshu Kode, Yue Huang and Anant Sahai. (14.04.2025)
Program Synthesis From Partial Traces - academic text by Margarida Ferreira, Victor Nicolet, Joey Dodds and Daniel Kroening. (20.04.2025)
Reading materials
GitHub Copilot (Gen-AI) is Helpful, But No Silver Bullet - article by Mark Pelf. (04.04.2025)
Type-Constrained Code Generation with Language Models - academic text by Niels Mündler, Jingxuan He, Hao Wang, Koushik Sen, Dawn Song and Martin Vechev. (12.04.2025)
Iterative Self-Training for Code Generation via Reinforced Re-Ranking = academic text by Nikita Sorokin, Ivan Sedykh and Valentin Malykh. (13.04.2025)
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning - academic text by Yiting Wang, Wanghao Ye, Ping Guo, Yexiao He, Ziyao Wang, Yexiao He, Bowei Tian, Shwai He, Guoheng Sun, Zheyu Shen, Sihan Chen, Ankur Srivastava, Qingfu Zhang, Gang Qu and Ang Li. (14.04.2025)
ReadMe.LLM: A Framework to Help LLMs Understand Your Library - academic text by Sandya Wijaya, Jacob Bolano, Alejandro Gomez Soteres, Shriyanshu Kode, Yue Huang and Anant Sahai. (14.04.2025)
CodeRAG: Supportive Code Retrieval on Bigraph for Real-World Code Generation - academic text by Jia Li, Xianjie Shi, Kechi Zhang, Lei Li, Ge Li, Zhengwei Tao, Jia Li, Fang Liu, Chongyang Tao, Zhi Jin. (14.04.2025)
GPT-4.1 API Through Chainlit: A Coding Assistant That Outperforms GPT-4o - article by Luciana Ferreira. (16.04.2025)
Data-efficient LLM Fine-tuning for Code Generation - academic text by Weijie Lv, Xuan Xia and Sheng-Jun Huang. (17.04.2025)
Code generation for solving and differentiating through convex optimization problems - academic text by Maximilian Schaller and Stephen Boyd. (18.04.2025)
Program Synthesis From Partial Traces - academic text by Margarida Ferreira, Victor Nicolet, Joey Dodds and Daniel Kroening. (20.04.2025)
ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model - academic text by Haiyan Qin, Zhiwei Xie, Jingjing Li, Liangchen Li, Xiaotong Feng, Junzhan Liu and Wang Kang. (20.04.2025)
Enhancing LLM-based Quantum Code Generation with Multi-Agent Optimization and Quantum Error Correction - academic text by Charlie Campbell, Hao Mark Chen, Wayne Luk and Hongxiang Fan. (20.04.2025)
Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs - academic text by Marina Sakharova, Abhinav Anand and Mira Mezini. (21.04.2025)
Evaluating Code Generation of LLMs in Advanced Computer Science Problems - academic text by Emir Catir, Robin Claesson and Rodothea Myrsini Tsoupidi. (21.04.2025)
Watching materials
Securing your code with GitHub Copilot: Best practices for beginners. (14.04.2025)
Google just destroyed all vibe-coding apps (Firebase Studio). (14.04.2025)
Vibe Coding Full-Stack PydanticAI Agents with FastAPI and ReactJS. (14.04.2025)
GPT-4.1 is here, and it was built for developers. (15.04.2025)
Anna Kulieshova - Swift Macros: Code Generation at Compile Time. (16.04.2025)
AI Agents Developers Trust: Scaling AI Without Scaling Tech Debt. (16.04.2025)
Code Smarter, Not Harder: AI-Powered Dev Hacks for All. (17.04.2025)
Jim Manico: Security Rules for AI Code Generation. (20.04.2025)
Listening materials
The TWIML AI Podcast episode - Exploring the "Biology" of LLMs with Circuit Tracing with Emmanuel Ameisen - 727. (15.04.2025)
Vibe Interview with King of AI Coding (Replit CEO - $1.2bn). (15.04.2024)
Updates from codegen projects
Introducing GPT-4.1 in the API. (14.04.2025)
Tabnine - A Return to Craftsmanship in Software Engineering. (14.04.2025)
Cline - SICP Revisited: Writing Code for People and AI Agents. (15.04.2025)
How OpenLM Scaled Secure, Context-Aware AI Across Hundreds of Microservices with Tabnine. (16.04.2025)
Introducing OpenAI o3 and o4-mini. (16.04.2025)
Tabnine - The AI Software Dev Platform Built for Bitbucket and Jira. (18.04.2025)
GitHub Copilot for Xcode adds @workspace and support for Claude 3.7 Sonnet and GPT-4.5. (19.04.2025)
Cline v3.13: Toggleable .clinerules, Slash Commands & Previous Message Editing. (19.04.2025)
OpenAI Releases Its Smartest Developer Tools Yet. (21.04.2025)
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