Anthropic

1d

The AI industry has fully entered the "agent era," a paradigm where AI models do far more than generate text — they now actively plan, execute, and course-correct complex tasks over days rather than seconds. Thus, it's perhaps unsurprising to see Chinese e-commerce giant Alibaba's famed Qwen Team of AI researchers release a model capable of performing autonomous agentic AI work over multiple days: that model has arrived in the form of Qwen3.7-Max which the company reports in a blog post achieved...

Microsoft

3d

“A bad system will beat a good person every time” ~Dr. William Edwards Deming (with apologies) I started vibe coding by writing prompts (often dictated into my phone), refining them with an agent in M365 Copilot, and creating handoff files to use with GitHub Copilot CLI. The results were predictably non-deterministic. Prompt-driven development The post Agentic-Agile: Why Agent Development Needs Agile (Not Just Prompts) appeared first on Microsoft for Developers.

Microsoft

5/12/2026

Starting June 1, our lineup of individual plans will update based on your feedback. The post GitHub Copilot individual plans: Introducing flex allotments in Pro and Pro+, and a new Max plan appeared first on The GitHub Blog.

Anthropic

5/5/2026

Just two months ago, researchers at the Data Intelligence Lab at the University of Hong Kong introduced CLI-Anything, a new state-of-the-art tool that analyzes any repo’s source code and generates a structured command line interface (CLI) that AI coding agents can operate with a single command. Claude Code, Codex, OpenClaw, Cursor, and GitHub Copilot CLI are all supported, and since its launch in March, CLI‑Anything has climbed to more than 30,000 GitHub stars. But the same mechanism that makes ...

NVIDIA

5/7/2026

Inference efficiency has quietly become one of the most consequential bottlenecks in AI deployment. As agentic coding systems such as Claude Code, Codex, and Cursor scale from developer tools to infrastructure powering software development at large, the underlying inference engines serving those requests are under increasing strain. The LightSeek Foundation researchers have released TokenSpeed, an The post LightSeek Foundation Releases TokenSpeed, an Open-Source LLM Inference Engine Targeting T...

Microsoft

4d

Kick off work in VS Code or the CLI, finish it from your phone. Remote control for GitHub Copilot sessions is now generally available on github.com and GitHub Mobile. The post Take your local GitHub sessions anywhere appeared first on The GitHub Blog.

Microsoft

4/30/2026

GitHub has released a guide explaining the two main modes of Copilot CLI: interactive and non-interactive. This tool aims to integrate AI directly into the command line, promising to significantly enhance developer productivity. The article showcases practical applications, like generating emoji lists, and discusses how AI is reshaping software development, alongside the growing importance of understanding AI security.

A team at Arizona State University has introduced a new technique to boost the learning efficiency of Large Language Models (LLMs). Their method involves using diverse, autonomously generated data during the training process, leading to improved capabilities in complex areas like mathematical reasoning, code generation, and narrative understanding. This research suggests a new path for making AI models smarter and more versatile.

Anthropic

4d

Authors: Sharareh Younesian, Wenwen Ouyang, Sina Rafati, Mehdi Rezagholizadeh, Sharon Zhou arXiv Links arXiv | PDF AI summary Abstract AgentKernelArena is introduced as an open-source benchmark for evaluating AI coding agents on GPU kernel optimization, assessing full agent workflows and unseen-configuration generalization across multiple optimization tasks. AI-generated summary 摘要 AgentKernelArena 是一个开源基准，用于评估 GPU 内核优化上的 AI 编码代理、评估完整的代理工作流程以及跨多个优化任务的未见配置泛化。 AI 生成的摘要 Abstract GPU kernel optimiza...

Google

3d

For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blinking cursor, a few typed words, and a list of blue links. On Tuesday, Google will formally retire that paradigm. At its annual I/O developer conference, Google announced a sweeping redesign of the search box itself — the literal text field where billions of queries begin every day — transforming it from a simple keyword input into a dynamic, AI-driven conversa...

A new technique called 'Balanced Aggregation' (BA) has emerged, promising to stabilize and improve the performance of large language model (LLM) training. Developed by the OpenMOSS research team, BA tackles known issues with how token-level policy gradients are handled in reinforcement learning for LLMs, a critical step for enhancing capabilities like reasoning and code generation. This innovation could lead to more reliable and powerful AI models in the future.