News / #code Tag Code 267 articles archived under #code · RSS Sign in to follow GitHub Blog — AI & ML official-blog 2d ago GitHub Copilot app for Beginners: How to build custom workflows with canvases Describe the interface you need in plain English, then let the agent build a live surface you can both use and update—so you spend less time adapting to tools and more time getting work done. The post GitHub Copilot app for Beginners: How to build custom workflows with canvases… 8 Ars Technica — AI news-outlet 2d ago Microsoft stops insisting you need a "Copilot+ PC" Microsoft's new Surface laptops forego Copilot+ PC branding. 14 The Information — AI news-outlet 2d ago Microsoft Launches Revamped Copilot ‘Super App’ with Muse Competitor Microsoft on Friday launched a revamped version of its Copilot app that combines features that had previously been sold separately, including AI coding tools, features that automate tasks in Office 365, and an always-on “Autopilot” agent similar to Meta’s Muse. The overhaul is… 28 GitHub Blog — AI & ML official-blog 4d ago Rendering huge pull requests in the GitHub Copilot app How we rebuilt the diff surface in the GitHub Copilot app to open a million-line pull request with hundreds of inline review comments. The post Rendering huge pull requests in the GitHub Copilot app appeared first on The GitHub Blog . 9 The Information — AI news-outlet 5d ago Exclusive: Microsoft to Boost Copilot Discounts as It Launches AI ‘Super App’ Microsoft leaders told sales staff this week that it is authorizing steeper discounts of 30% to 50% on subscriptions of its Copilot AI software for corporate customers who commit to purchase a large number of seats and commit to additional payments based on their usage of… 30 The Information — AI news-outlet 5d ago New Data Show Anthropic, OpenAI and Other Upstarts Are Eating into Software Budgets We’ve been reporting for months about how companies are shifting some traditional software spending to Anthropic and OpenAI. New data from procurement software firm Zip provides further evidence. AI providers such as OpenAI, Anthropic, Cursor, and Sierra accounted for 8% of… 37 TechCrunch — AI news-outlet 6d ago Google’s $899 Googlebook is a bet that you’ll buy a new laptop for Gemini Google’s AI-native Googlebook ties Gemini to the cursor, dictation, widgets and other parts of the desktop experience. 31 arXiv — Machine Learning research 7d ago SWE-Proof: Can Language Models Resolve Real-World Issues with Machine-Checked Proofs? arXiv:2609.21190v1 Announce Type: new Abstract: Ensuring the correctness of LLM-generated code is a core challenge for modern software engineering. Benchmarks for agentic code generation check correctness with held-out test suites, which are inherently incomplete and… 17 arXiv — NLP / Computation & Language research 7d ago Reviser: Revision-Capable Text Generation via Autoregressive Cursor Actions arXiv:2609.20830v1 Announce Type: new Abstract: Revision-capable generation is appealing because it can insert or revise earlier content, but many non-autoregressive and edit-based approaches obtain this flexibility through repeated sequence-level computation. We propose… 11 r/LocalLLaMA community 9d ago Built this yesterday with Qwen3.8-Flash-Next (NVFP4, 262K context) on a single NVIDIA DGX Spark Planning, coding, testing = 8h total. Stack: VSCode Copilot in autopilot mode + SGLang Stats: ∼10k lines generated, ∼800k tokens consumed Sure, it's not GPT-6 Astra level, but for a 100% local ∼180B MoE running on a single DGX Spark at ∼35 tok/s. Not bad...   submitted by… 20 arXiv — Machine Learning research 10d ago Is It Still Worth Training a Classical Model in the Era of LLMs? A Crossover Benchmark on Tabular Data arXiv:2609.20218v1 Announce Type: new Abstract: Large language models can label a tabular row from a plain-English description with no training - a capability now shipping in mainstream spreadsheet tools such as Microsoft Copilot in Excel and Anthropic's Claude for Excel -… 27 The Information — AI news-outlet 10d ago Exclusive: OpenAI Hires Global Sales Chief From SpaceX and Two Senior Snowflake Salespeople OpenAI has hired Brian McCarthy from SpaceX’s Cursor unit as its new global sales chief, reporting to recently hired Chief Revenue Officer Dali Rajic, the AI firm said Thursday. In addition, two veteran sales executives from Snowflake, including a senior vice president who… 29 The Information — AI news-outlet 10d ago Same Flaw Found in Claude Code, Codex, Gemini CLI and GitHub Copilot While the AI industry ties itself in knots over models it thinks will pose security threats to the internet and perhaps to humanity itself, researchers are warning about flaws in AI coding agents from Anthropic, OpenAI, Google and Microsoft that pose immediate risk to… 8 arXiv — NLP / Computation & Language research 11d ago LangSelect: Cost-Aware Target-Language Routing for LLM Code Generation arXiv:2609.18959v1 Announce Type: new Abstract: LLM code-generation systems usually choose a target programming language before decoding and treat that choice as fixed. We show that, for language-flexible programming tasks -- tasks where several target languages are acceptable… 37 GitHub Blog — AI & ML official-blog 11d ago Migrating the GitHub Copilot runtime to Rust, using Copilot A rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took. The post Migrating the GitHub Copilot runtime to Rust, using Copilot appeared first on The GitHub Blog . 15 arXiv — Machine Learning research 12d ago Agentic Search Spaces for Tabular Machine Learning arXiv:2609.16309v1 Announce Type: new Abstract: Despite the rapid progress of LLM-based agents for planning, code generation, and debugging, their practical value for tabular machine learning remains underexplored. In this paper, we investigate a concrete use case: whether… 9 TechCrunch — AI news-outlet 12d ago Meta now lets AI agents handle the boring parts of WhatsApp Business setup A new WhatsApp Business MCP server lets developers use AI coding agents like Claude, Cursor, Codex, and ChatGPT to handle setup, messaging templates, testing, and troubleshooting. 19 Hugging Face Daily Papers research 13d ago Enabling Creative Exploration for Vibe Design Agents Abstract Separating design exploration from code generation via structured intermediate specifications enables diverse UI alternatives without altering downstream generation settings. Generated by thinkingmachines/Inkling-Small Vibe design agents turn natural-language briefs… 7 GitHub Blog — AI & ML official-blog 17d ago GitHub Copilot app for Beginners: Using the diff, terminal, and browser Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot app for Beginners: Using the diff, terminal, and browser appeared first on The… 7 Vercel — AI dev-tools 17d ago GitHub Copilot is now available in the AI SDK harness layer The AI SDK harness layer now supports GitHub Copilot through the official @ai-sdk/harness-github-copilot adapter. The harness layer lets your application run different coding agents through the same HarnessAgent interface, so you can switch agents without changing your… 28 arXiv — NLP / Computation & Language research 18d ago X2-NativeCursor: Native-Token Text Progress Tracking for Incremental-Text Streaming Codec TTS arXiv:2609.09677v1 Announce Type: new Abstract: Incremental-text streaming text-to-speech (TTS) needs online text progress tracking for synchronized highlighting, interruption handling, and dialogue-history updates. Input text arrives before it is spoken, so text arrival alone… 37 arXiv — NLP / Computation & Language research 18d ago $\Phi$-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them? arXiv:2609.10226v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated remarkable capabilities in reasoning and code generation, raising the prospect that they could assist in developing and optimizing the very infrastructure that powers them. However,… 36 TechCrunch — AI news-outlet 19d ago Cognition hits $48B valuation, signaling investors believe AI coding is far from a winner-take-all market Cognition's valuation multiple is higher than Cursor's was before selling to SpaceX. 5 The Information — AI news-outlet 19d ago Cognition Raised Over $2 Billion at a $48 Billion Valuation Cognition, the artificial intelligence startup behind the Devin coding assistant, has raised more than $2 billion at a $48 billion valuation including the new funding, nearly double its valuation in May, the company said Tuesday. The round shows coding agent startups are… 37 Hacker News — AI on Front Page community 19d ago Show HN: Copperhead – Cursor for circuit boards Article URL: https://copperhead.sh/ Comments URL: https://news.ycombinator.com/item?id=49610059 Points: 208 # Comments: 81 15 The Information — AI news-outlet 20d ago Seattle Times, Newsday Sue OpenAI, Microsoft Over Copyright Claims The parent companies of the Seattle Times and Newsday sued OpenAI and Microsoft, claiming that the tech companies violated copyrights by training on content from the two news organizations. “AI products like ChatGPT and CoPilot are touted as producers of content, but in fact… 9 r/LocalLLaMA community 20d ago The models are fine, our toolings and methods are shit. I've hit again a point where me as a developer have to take a break from all this slop shit. Im a Developer for 13+ years and i loved it. But i fell for the slop trap. First it started with copilot and to be honest, that was pretty fine. Just assisting with your code in a small… 27 r/LocalLLaMA community 20d ago Easy local Copilot with VS Code and Lemonade Not so long ago I wrote a guide on how to get GitHub Copilot running with a local model in Visual Studio Code. Since then Copilot subscriptions have got much more expensive, local models have got much more powerful and getting local Copilot up and running has got much easier. So… 6 arXiv — NLP / Computation & Language research 21d ago GRACE: Graph-Grounded Reflective Agent Copilot Engine for Expert-in-the-Loop Knowledge Expansion arXiv:2609.04442v1 Announce Type: new Abstract: Large language models deployed in high-stakes settings frequently generate plausible but ungrounded claims. Standard retrieval-augmented generation (RAG) pipelines offer limited remedy, since they retrieve isolated passages without… 20 r/MachineLearning community 21d ago I built a local-first hybrid router for AI Agent Skills (sub-20ms, zero tokens, runs on CPU) [P] If you use agentic workflows with custom skills or rules (Cursor rules, Claude Code slash commands, OpenCode, etc.), you have probably run into the routing trade-off: Stuff every skill definition into the system prompt (destroys your context window and degrades… 14 GitHub Blog — AI & ML official-blog 23d ago Project HydraFusion: Frontier quality via multi-model orchestration In controlled offline evaluations, HydraFusion’s selective coding workflows matched or exceeded the evaluated Opus 5 baseline while reducing estimated workflow cost. Now available as a research preview in GitHub Copilot. The post Project HydraFusion: Frontier quality via… 29 The Information — AI news-outlet 23d ago How Andreessen Horowitz Turned Its AI Bets Into an $8 Billion Bonanza Last month, Martin Casado and his team of AI investors at Andreessen Horowitz hit the jackpot when two of the group’s recent startup bets panned out. SpaceX bought coding tool Cursor, and Stripe agreed to buy model marketplace OpenRouter. The deals combined are worth over $8… 4 arXiv — NLP / Computation & Language research 24d ago CROCODIL: Cross-Model Code Editing with LLMs arXiv:2609.03894v1 Announce Type: new Abstract: Large language models (LLMs) have become ubiquitous tools for code generation and editing. However, development teams often use multiple LLM assistants. Different developers may prefer different models, and individual developers… 17 arXiv — NLP / Computation & Language research 24d ago Two-Stage Reinforcement Learning for Sound and Adversarial Test Generation in Code LLMs arXiv:2609.03955v1 Announce Type: new Abstract: Reinforcement learning (RL) has substantially advanced code generation with large language models (LLMs) through executable feedback. The feedback for coding problems mainly comes from specific test cases, where high-quality test… 7 Hacker News — AI on Front Page community 24d ago Which tools do Claude, Codex and Cursor choose? We measured 17k runs to find out Article URL: https://armature.tech/blog/which-tools-coding-agents-install Comments URL: https://news.ycombinator.com/item?id=49557206 Points: 211 # Comments: 97 21 The Information — AI news-outlet 24d ago Snowflake Results Show Enterprises’ Desire For Anthropic Buffer Snowflake’s strong quarterly report on Wednesday said a lot about what can go right for older software firms that sell AI tools on top of their existing products. While Anthropic, OpenAI and Cursor get the lion’s share of headlines about AI coding, for instance, Snowflake, whose… 32 GitHub Blog — AI & ML official-blog 24d ago GitHub Copilot app for Beginners: Run several agents at once Learn how to run parallel agents in the GitHub Copilot app, and experience the moment it stops feeling scary and starts feeling powerful. The post GitHub Copilot app for Beginners: Run several agents at once appeared first on The GitHub Blog . 38 Vercel — AI dev-tools 24d ago Cursor Cloud Agents can now run in Vercel Sandbox Cursor Cloud Agents can now run in Vercel Sandbox instead of Cursor's hosted machines. Cursor manages the agent harness and inference loop. Its Self-Hosted Machines APIs let you supply the execution environment where agents clone repositories, edit files, and run commands and… 5 arXiv — NLP / Computation & Language research 25d ago NS-Copilot: An LLM-Driven Agent System for Autonomous Neuroscience Analysis arXiv:2609.01971v1 Announce Type: new Abstract: AI is rapidly advancing neuroscience, yet many laboratories fail to fully unleash its potential due to significant interdisciplinary barriers. While pre-trained neural models for physiological data are progressing quickly, their… 29 arXiv — NLP / Computation & Language research 25d ago PaperCompiler: Faithful Paper-to-Code Generation via Repository-Level Specification Compilation arXiv:2609.02272v1 Announce Type: new Abstract: Faithfully translating research papers into repository-level implementations remains challenging because papers often describe methods at a high level, leave implementation assumptions implicit, and require generated repositories… 21 arXiv — NLP / Computation & Language research 25d ago ExecRetrieval: Measuring the Functional-Correctness Gap in Code-Embedding Retrieval arXiv:2609.01865v1 Announce Type: cross Abstract: Embedding-based code retrieval is a core component of coding agents and retrieval-augmented code generation, where retrieving correct code matters more than retrieving lexically similar code. Existing code-retrieval benchmarks do… 20 Hugging Face Daily Papers research 25d ago PaperCompiler: Faithful Paper-to-Code Generation via Repository-Level Specification Compilation Abstract PaperCompiler converts research papers into structured repository specifications that preserve method logic and cross-file consistency, improving code fidelity and reducing critical errors. Generated by thinkingmachines/Inkling-Small Faithfully translating research… 22 GitHub Blog — AI & ML official-blog 25d ago How we make AI coding more cost efficient without sacrificing task quality Why shorter outputs can cost more, and how GitHub Copilot reduces wasted work across the complete coding task. The post How we make AI coding more cost efficient without sacrificing task quality appeared first on The GitHub Blog . 22 TechCrunch — AI news-outlet 26d ago Sequoia-incubated Empirik launches with $21M to predict outages before they happen The startup wants to do for IT infrastructure what Cursor did for software engineering. 17 arXiv — Machine Learning research 28d ago Advancing Interaction-Sensitive Feature Selection: Novel Relief-Based Algorithms, Expanded Comparisons, and Recommendations for Biomedical Data Mining arXiv:2608.28552v1 Announce Type: new Abstract: As a precursor to high-dimensional biomedical data modeling, reliable feature selection can reduce computational expense, improve modeling performance, and yield simpler, more interpretable models. However, most filter-based… 31 arXiv — NLP / Computation & Language research 28d ago Embedding Models for Stance-Aware Argument Retrieval arXiv:2608.28283v1 Announce Type: new Abstract: In computational argumentation, obtaining arguments that explicitly support or attack given claims is a critical precursor to downstream reasoning tasks. When these supporting and attacking arguments are to be retrieved using… 8 The Information — AI news-outlet 1mo ago OpenAI Pulls Its AI Models From SpaceX-Owned Cursor OpenAI said Friday night that it will terminate its contract to provide its AI models to coding assistant Cursor following Cursor’s $60 billion acquisition by Elon Musk’s SpaceX. The move escalates the high-profile feud between OpenAI CEO Sam Altman and Musk: OpenAI’s post… 34 Latent.Space news-outlet 1mo ago [AINews] OpenAI shuts off Cursor Elon v Altman has a real consequence. 21 Hacker News — AI on Front Page community 1mo ago Our decision on Cursor following its acquisition by SpaceX Article URL: https://openai.com/index/our-decision-on-cursor-following-its-acquisition-by-spacex/ Comments URL: https://news.ycombinator.com/item?id=49486172 Points: 247 # Comments: 89 31 OpenAI official-blog 1mo ago Our decision on Cursor following its acquisition by SpaceX Our decision to wind down our contract providing OpenAI models to Cursor following its acquisition by SpaceX. 27 Page 1 of 6 · 267 articles Older →
