CodeGen News for 2024-11-18
Newsletter for developers, that work with the AI-generated code. Tools, news, projects, articles.
Top picks
Future of Software is Growing the Code - article by Maciej Zieliński. (04.11.2024)
Code generation through AI – why it’s amazing and why we need to be with Paul Battisson at LC24. (06.11.2024)
What Role Does AI Prompt Engineering Play in Chatbot Development? - article by Gabrielle. (07.11.2024)
Lex Fridman Podcast episode - Dario Amodei: Anthropic CEO on Claude, AGI & the Future of AI & Humanity. (11.11.2024)
Reading materials
Future of Software is Growing the Code - article by Maciej Zieliński. (04.11.2024)
RAG Data Poisoning: Key Concepts Explained - article by promptfoo.dev. (04.11.2024)
An Empirical Study on Automatically Detecting AI-Generated Source Code: How Far Are We? - academic text by Hyunjae Suh, Mahan Tafreshipour, Jiawei Li, Adithya Bhattiprolu and Iftekhar Ahmed. (06.11.2024)
GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis - academic text by Temitope Akinboyewa, Zhenlong Li, Huan Ning and M. Naser Lessani. (06.11.2024)
Basic Implementation For Code Generation in Python, JavaScript or Java Using SantaCode LLM - article by Ankit Arora. (07.11.2024)
What Role Does AI Prompt Engineering Play in Chatbot Development? - article by Gabrielle. (07.11.2024)
Distinguishing LLM-generated from Human-written Code by Contrastive Learning - academic text by Xiaodan Xu, Chao Ni, Xinrong Guo, Shaoxuan Liu, Xiaoya Wang, Kui Liu and Xiaohu Yang. (07.11.2024)
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement - academic text by Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan Rossi, Yixuan Li and Saayan Mitra. (07.11.2024)
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models- academic text by Jierui Li, Hung Le, Yinbo Zhou, Caiming Xiong, Silvio Savarese and Doyen Sahoo. (07.11.2024)
All the Wrong (and Right) Ways to Prompt: A Tiny Guide - article by Aalap Davjekar. (08.11.2024)
Building a Decentralized Ecosystem of Autonomous GenAI Agents - article by Slobodan Sipcic. (08.11.2024)
Assessing the Answerability of Queries in Retrieval-Augmented Code Generation - academic text by Geonmin Kim, Jaeyeon Kim, Hancheol Park, Wooksu Shin and Tae-Ho Kim. (08.11.2024)
A Comprehensive Survey of AI-Driven Advancements and Techniques in Automated Program Repair and Code Generation - academic text by Avinash Anand, Akshit Gupta, Nishchay Yadav and Shaurya Bajaj. (12.11.2024)
Qwen2.5-Coder-32B is an LLM that can code well that runs on my Mac - article by Simon Willison. (12.11.2024)
How Can AI Prompt Engineering Improve Gaming AI Systems - article by Gabrielle. (13.11.2024)
Rethinking LLM Inference: Why Developer AI Needs a Different Approach - article by AugmentCode. (14.11.2024)
Programming with AI: Evaluating ChatGPT, Gemini, AlphaCode, and GitHub Copilot for Programmers - academic text by Md Kamrul Siam, Huanying Gu and Jerry Q. Cheng. (14.11.2024)
Simplifying AWS API Responses with boto-model-py - article by Ori Poria. (16.11.2024)
Enhancing Development with Visual Studio Copilot: From Code Generation to Unit Testing - article by Robert Dennyson/ (17.11.2024)
Watching materials
Prompt before the prompt - Third step of GenAI model training. (05.11.2024)
Code generation through AI – why it’s amazing and why we need to be with Paul Battisson at LC24. (06.11.2024)
Accelerating cloud-to-edge development flows with GitHub Copilot and GitHub Actions. (08.11.2024)
How to measure the effectiveness of GitHub Copilot. (12.11.2024)
5-Day Gen AI Intensive Course (playlist). (15.11.2024)
Prompt Engineering for Large Language Models. (16.11.2024)
Listening materials
The TWIML AI Podcast episode - An Agentic Mixture of Experts for DevOps with Sunil Mallya - 708. (04.11.2024)
AI Stories Podcast - Neil Leiser episode - Code Generation & Synthetic Data With Loubna Ben Allal
2024-02-28 release #51. (07.11.2024)
Lex Fridman Podcast episode - Dario Amodei: Anthropic CEO on Claude, AGI & the Future of AI & Humanity. (11.11.2024)
The TWIML AI Podcast episode - Why Your RAG System Is Broken, and How to Fix It with Jason Liu - 709. (11.11.2024)
How to Win With Prompt Engineering - Ep. 38 with Jared Zoneraich. (13.11.2024)
Context-Aware AI Code Generation: Retrieval Augmentation (RAG) and Vertex AI Codey APIs. (16.11.2024)
Large Language Models for Code Generation. (17.11.2024)
Updates from codegen projects
Copilot subscription-based network routing is now enforced. (04.11.2024)
OpenAI Introduces ‘Predicted Outputs’ Feature. (04.11.2024)
Copilot Immersive update for Copilot Enterprise customers. (07.11.2024)
New Features in the Replit Agent. (07.11.2024)
Copilot content exclusion is now generally available in IDEs. (12.11.2024)
OpenAI tests ChatGPT Canvas code execution to rival Claude. (13.11.2024)
Anthropic Code - Improve your prompts in the developer console. (14.11.2024)
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