News / #code Tag Code 237 articles archived under #code · RSS Sign in to follow GitHub Blog — AI & ML official-blog 2d 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 2d 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 2d 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 2d 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 2d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 4d 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 5d 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 6d 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 6d 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 8d 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 8d ago [AINews] OpenAI shuts off Cursor Elon v Altman has a real consequence. 21 Hacker News — AI on Front Page community 8d 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 9d 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 arXiv — NLP / Computation & Language research 9d ago Agents Don't Paginate: First-Chunk Selection for LLM Tool Responses arXiv:2608.26130v1 Announce Type: new Abstract: Coding agents built on large language models (LLMs), such as Claude Code, Cursor, OpenAI Codex, GitHub Copilot, and Aider, receive tool responses that routinely exceed the agent's per-turn token budget. The standard remedy,… 32 Vercel — AI dev-tools 10d ago Cursor is now available in the AI SDK harness layer The AI SDK harness layer now supports Cursor through the official @ai-sdk/harness-cursor adapter. The harness layer lets your application run different coding agents through the same HarnessAgent interface, so you can switch agents without changing your application code. Pass… 18 Hugging Face Daily Papers research 10d ago Rubrics as Visual-Repair Context for Self-Evolving UI-to-Code Generation Abstract RubSE improves UI-to-code generation stability by using rubric-guided self-evolution to prevent visual repair coupling and trajectory collapse. Generated by thinkingmachines/Inkling-Small Large vision-language models have shown strong progress in UI-to-code generation,… 26 GitHub Blog — AI & ML official-blog 11d ago GitHub Copilot app for Beginners: Automate Dependabot pull request triage Managing library updates can be tedious at times. Learn how the GitHub Copilot app can handle this type of repetitive task. The post GitHub Copilot app for Beginners: Automate Dependabot pull request triage appeared first on The GitHub Blog . 37 r/LocalLLaMA community 12d ago Copilot you say? talking to any white collar employee   submitted by   /u/edge_compute_user [link]   [comments] 10 The Information — AI news-outlet 13d ago Inside Musk’s First Address to Cursor: Grok Is Falling Behind Earlier this month, on the day SpaceX announced it had completed its $60 billion acquisition of Cursor, Elon Musk called into an all-hands video meeting with the coding startup’s staff. Musk told them that SpaceX’s AI unit had fallen behind competitors and that he wasn’t used to… 36 r/LocalLLaMA community 13d ago Qwen 3.8 27B Aider score I ran the Aider benchmark on Qwen 3.8 27B FP8 with FP8 KV cache 256K context vLLM. The score: 72.9 This matches Gemini 2.5 Pro from 2025-04-12 which also scored 72.9. Beats Claude Opus 4 from 2025-05-25 which scored 72.0. DeepSeek R1 2025-06-06 scored 71.4. It may just be a… 24 r/LocalLLaMA community 14d ago I fine tuned Gemma 4 12B for a 2.7x improvement on tool calling because I can't fit anything else comfortably into my 16 GBs of Vram Gemma 12B is obviously a very well trained model, I always thought the fine tuning they did on it wasn't really cut out for agentic coding. From my own experiences it struggles to use the tools it's given from Github Copilot and is also very inept at the cli too. So I thought… 21 Hugging Face Daily Papers research 16d ago Repo0: Design-Driven Zero-to-All Code Generation Abstract Repo0 uses a dual-graph architectural state and modularity-guided structural evolution to generate complete software repositories from natural-language requirements with high functionality coverage. Generated by thinkingmachines/Inkling-Small Large language model agents… 15 Hacker News — AI on Front Page community 17d ago Show HN: I trained a 125M model to autocomplete piano on-device I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model… 38 TechCrunch — AI news-outlet 17d ago Binance now lets AI agents trade, but keeping them in check is largely up to users Binance's Agent OS works with tools including ChatGPT, Claude Code, and Cursor. 21 Hugging Face Daily Papers research 17d ago SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation Abstract SemaPLC is a verification-gated agent harness that validates generated PLC logic through external compilation and live runtime execution, achieving higher verified pass rates than baseline methods. Generated by thinkingmachines/Inkling-Small Programmable logic… 20 TechCrunch — AI news-outlet 17d ago Cognition CEO denies report that SpaceX tried to acquire the startup SpaceX was reportedly in talks to buy AI coding startup Cognition. SpaceX has already acquired Cursor as it races to catch up to rivals like OpenAI and Anthropic in enterprise AI. 22 GitHub Blog — AI & ML official-blog 18d ago GitHub Copilot app for Beginners: Managing your work If you’re juggling multiple Copilot sessions, use the My work pane to track what's in flight, what's done, and what's next. The post GitHub Copilot app for Beginners: Managing your work appeared first on The GitHub Blog . 25 arXiv — Machine Learning research 18d ago Probing the Prefill: Detecting Code Vulnerabilities via Latent Activations arXiv:2608.16970v1 Announce Type: cross Abstract: LLM-based code generation is now embedded in mission-critical pipelines, but defenses against vulnerable output remain post-hoc -- static analyzers, fine-tuned classifiers, or an LLM judge that screen completed code, ignoring the… 33 arXiv — NLP / Computation & Language research 18d ago SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback arXiv:2608.16934v1 Announce Type: cross Abstract: RTL code generation is a critical stage in hardware design, and the emergence of agentic systems offers new opportunities to automate this process. To generate correct RTL code, agents must understand sequential behavior,… 11 TechCrunch — AI news-outlet 18d ago Cursor capitalizes on GitHub frustration, launches rival hosting platform Cursor, known for its AI Code Editor, is launching a new code-hosting platform to rival developers' long preferred favorite, GitHub. 37 Hacker News — AI on Front Page community 19d ago Git at any scale Article URL: https://cursor.com/blog/git-at-any-scale Comments URL: https://news.ycombinator.com/item?id=49348141 Points: 228 # Comments: 60 7 Ars Technica — AI news-outlet 19d ago Microsoft Copilot reveals secret input that allowed it to be hacked Secret parameter allowed hackers to steal passwords when a target clicked on a link. 12 arXiv — Machine Learning research 19d ago Unraveling the Size Determination Mechanism of Nanocrystal Synthesis via Interpretable Neural Networks arXiv:2608.14734v1 Announce Type: new Abstract: Deep learning models of nanocrystal synthesis enable the prediction of size and shape by encoding precursors and reaction conditions. However, their black-box nature hinders gaining deep insights into the underlying synthetic… 33 Hacker News — AI on Front Page community 20d ago Cursor launches Origin, GitHub alternative Article URL: https://cursor.com/changelog/origin-code-hosting Comments URL: https://news.ycombinator.com/item?id=49334209 Points: 268 # Comments: 215 25 Hacker News — AI on Front Page community 20d ago AI-Generated GitHub Copilot “Autofix” Allowed Compromise of Snowflake's Jira Article URL: https://www.wiz.io/blog/red-agent-snowflake-copilot-cicd-bug Comments URL: https://news.ycombinator.com/item?id=49331423 Points: 204 # Comments: 92 38 arXiv — Machine Learning research 20d ago Detecting Contaminated Code-Generation Prompt Batches via Influence Functions arXiv:2608.14303v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for code generation, yet they remain vulnerable to prompts that elicit insecure implementations. Existing defenses typically rely on predefined threat models or known vulnerability… 12 arXiv — Machine Learning research 20d ago DeaMoE: Efficient MoE Structure for Fast Small-Batch Decoding arXiv:2608.14385v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) models have been widely adopted in real-time interactive applications such as coding assistants, real-time audio-video interaction systems. To meet the extremely low response latency requirements of these… 26 arXiv — Machine Learning research 20d ago Does ISO-Grounded NFR Specification Improve LLM Code Generation? A Comparison of Rich and Structured Interventions against a Natural-Language Baseline arXiv:2608.13742v1 Announce Type: cross Abstract: In LLM-based code generation, Non-Functional Requirements (NFRs) are often specified as terse one-line phrases. We ask whether grounding those specifications in ISO/IEC 25010 Quality Model, either as rich natural-language prose… 35 arXiv — NLP / Computation & Language research 20d ago Agentic Transaction: Towards ACID-Compliant Agent Systems arXiv:2608.13900v1 Announce Type: cross Abstract: Large language model (LLM) agents are evolving from conversational assistants into autonomous systems that execute long-horizon tasks through reasoning, tool use, code generation, and workspace manipulation. As agents… 20 Vercel — AI dev-tools 20d ago Deploy Cursor Origin repositories with Vercel in public beta Pro and Enterprise customers can now connect Origin repositories to Vercel. Once connected, pull requests on Origin will automatically generate Preview deployments on Vercel, and merging will trigger a Production deployment. You can connect Origin through Team settings , Project… 7 TechCrunch — AI news-outlet 22d ago SpaceX officially closes its Cursor acquisition AI coding startup Cursor is now officially a part of SpaceX. 29 r/LocalLLaMA community 23d ago Qwen 3.8 27B - Aquarium Burst Sample Test Tested this prompt on the full version (BF16). Though this was a single prompt, I executed using vscode GH copilot extension on agent (allow all) mode and let it do its thing. So there were 54 model turns. Copilot kept iterating and reviewing the functionality (using playwright)… 19 Latent.Space news-outlet 23d ago [AINews] Cursor's $60B acquisition by SpaceXai closes Congrats to the team! 26 Page 1 of 5 · 237 articles Older →
