CodeGen News for 2025-07-08
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows = academic text by Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda, Leandros Maglaras and Merouane Debbah. (29.06.2025)
The New Skill in AI is Not Prompting, It's Context Engineering - article by Phil Schmid. (30.06.2025)
The OpenAI Podcast episode - Inside ChatGPT, AI assistants, and building at OpenAI. (01.07.2025)
BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect - academic text by Krishna Padmanabhan and Danny Baker. (02.07.2025)
Reading materials
Small Language Models are the Future of Agentic AI - academic text by Peter Belcak, Greg Heinrich, Shizhe Diao, Yonggan Fu, Xin Dong, Saurav Muralidharan, Yingyan Celine Lin and Pavlo Molchanov. (02.06.2025)
From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows = academic text by Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda, Leandros Maglaras and Merouane Debbah. (29.06.2025)
The New Skill in AI is Not Prompting, It's Context Engineering - article by Phil Schmid. (30.06.2025)
An AST-guided LLM Approach for SVRF Code Synthesis - academic text by Abanoub E. Abdelmalak, Mohamed A. Elsayed, David Abercrombie and Ilhami Torunoglu. (30.06.2025)
Harder, Better, Prompter, Stronger: AI system prompt hardening - article by Tabs Fakier. (01.07.2025)
Quasi-twisted codes: decoding and applications in code-based cryptography - academic text by Bhagyalekshmy S and Rutuja Kshirsagar. (01.07.2025)
Challenges & Opportunities with LLM-Assisted Visualization Retargeting - academic text by Luke S. Snyder, Chenglong Wang and Steven Drucker. (02.07.2025)
Computer Science Education in the Age of Generative AI - academic text by Russell Beale. (02.07.2025)
BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect - academic text by Krishna Padmanabhan and Danny Baker. (02.07.2025)
DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs - academic text by Mohammad Akyash, Kimia Azar and Hadi Kamali. (02.07.2025)
Integrating Long-Term Memory with Gemini 2.5 - article by Phil Schmid. (03.07.2025)
Efficient Code LLM Training via Distribution-Consistent and Diversity-Aware Data Selection - academic text by Weijie Lyu, Sheng-Jun Huang and Xuan Xia. (03.07.2025)
Beyond the Vibe: A Hands-On Guide to Context Engineering - article by Tuan Anh Dao. (05.07.2025)
Watching materials
New "Hooks" feature in Claude Code: Live Coding with Cursor. (01.07.2025)
A Rybalchenko, "Formal methods for AI efficiency and automatic quantization", Annual Conference 2025. (03.07.2025)
Listening materials
AI Testing and Evaluation: Learnings from genome editing. (30.06.2025)
The OpenAI Podcast episode - Inside ChatGPT, AI assistants, and building at OpenAI. (01.07.2025)
AWS for AI Podcast episode - EP5: MBZUAI, CMU : Causal AI, Answering The “Why“ and “What if“ Questions. (02.07.2025)
Updates from codegen projects
Introducing Agent Mode (Beta): enabling Lovable to think, plan, and take actions autonomously. (30.06.2025)
Introducing Dynamic Intelligence for Replit Agent. (01.07.2025)
Anthropic and Hooks feature. (02.07.2025)
Copilot coding agent now has its own web browser. (02.07.2025)
Rethinking Tool Calling: Introducing Tavily Auto-Parameters. (03.07.2025)
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