News / #code Tag Code 267 articles archived under #code · RSS Sign in to follow arXiv — NLP / Computation & Language research 1mo 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 1mo 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 1mo 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 1mo 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 1mo ago Copilot you say? talking to any white collar employee   submitted by   /u/edge_compute_user [link]   [comments] 10 The Information — AI news-outlet 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo ago SpaceX officially closes its Cursor acquisition AI coding startup Cursor is now officially a part of SpaceX. 29 r/LocalLLaMA community 1mo 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 1mo ago [AINews] Cursor's $60B acquisition by SpaceXai closes Congrats to the team! 26 arXiv — Machine Learning research 1mo ago Vero: Can AI Agents Build Formally Verified Software Repositories? arXiv:2608.13522v1 Announce Type: new Abstract: AI agents are increasingly used for programming, but do not provide any guarantee on the correctness of generated code. Verified code generation, in which an agent produces both an implementation and a machine-checked proof of its… 6 ThursdAI news-outlet 1mo ago ThursdAI - Grok 4.6, Grok Bot deep dive, DeepSeek v4 Pro, Meta Muse Glimmer & more AI news | ThursdAi Aug 13 From Coreweave: Listen to this weeks ThursdAI with guests from NVIDIA, Artificial Analysis and Cursor/SpaceXAI 23 TechCrunch — AI news-outlet 1mo ago Microsoft kills off unsuccessful AI features while merging its separate Copilot apps Microsoft is simplifying Copilot by combining its consumer and business apps, and dropping AI-generated podcasts, Group Chats, Deep Research, and its Mico character. 26 arXiv — NLP / Computation & Language research 1mo ago Do Influence Tactics Matter? Investigating Prompt Framing Effects in LLM Code Generation arXiv:2608.11513v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly integrated into software engineering workflows, helping developers write, debug, test, and maintain code. While prompt wording and structure are known to influence model performance,… 19 Hugging Face Daily Papers research 1mo ago Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Abstract Spark-to-Paper is a lightweight, composable workflow inside coding assistants that generates research papers by separating planning from reporting, enforcing evidence-based claim revision, and using integrity checks to reduce fabrication. Generated by… 9 GitHub Blog — AI & ML official-blog 1mo ago Write your first prompt with the GitHub Copilot app Learn how to write your first prompt in the GitHub Copilot app, choose the right context and model, and start your first task with confidence. The post Write your first prompt with the GitHub Copilot app appeared first on The GitHub Blog . 7 arXiv — Machine Learning research 1mo ago Task-to-Model Optimization for Enterprise LLM Coding Assistants: A Data-Driven Framework for Cost-Optimal Routing arXiv:2608.08528v1 Announce Type: new Abstract: Enterprise AI coding assistants incur substantial inference spend, and naive token-cost minimization often fails to reduce end-to-end cost once retries, escalations, and developer wait time are included. We present Task-to-Model… 33 GitHub Blog — AI & ML official-blog 1mo ago Using the GitHub Copilot SDK for Java Enterprise Java developers have a new superpower—drive GitHub Copilot from idiomatic Java code with annotations, virtual threads, and more. The post Using the GitHub Copilot SDK for Java appeared first on The GitHub Blog . 37 Hugging Face Daily Papers research 1mo ago Characterizing the Quality Profile of AI-Generated C++ in Production Abstract The widespread integration of AI coding assistants offers undeniable boosts to engineering velocity. Yet, recent studies point to a growing trade-off, revealing persistent challenges with code quality and maintainability. Industry leaders, including frontier AI labs,… 17 arXiv — NLP / Computation & Language research 1mo ago A Study of LLMs' Preferences for Libraries and Programming Languages arXiv:2503.17181v4 Announce Type: cross Abstract: Despite the rapid progress of large language models (LLMs) in code generation, existing evaluations focus on functional correctness or syntactic validity, overlooking how LLMs make critical design choices such as which library or… 34 GitHub Blog — AI & ML official-blog 1mo ago A guide to slash commands in the GitHub Copilot app Go beyond chat in the GitHub Copilot app with these slash commands. They'll help you plan, collaborate, automate, and customize your dev workflow. The post A guide to slash commands in the GitHub Copilot app appeared first on The GitHub Blog . 31 r/LocalLLaMA community 1mo ago 40% speedup of MoE training with faster megakernel, by cursor, of all people (for B200s) daily reminder not to trust benchmarks and run it yourself. claimed e2e speedup is ~40%, forwards are ~140% faster I would wager that compared to a naive kernel anyone can write it's more in the range of 10-20% faster e2e in reality, if at all, but hey, it's free and open!… 8 Latent.Space news-outlet 1mo ago [AINews] Megakernels are so dead and so back A quiet day lets us highlight a Cursor launch and an engineering debate 12 Vercel — AI dev-tools 1mo ago Muse Spark 1.2 is now available on Vercel AI Gateway Muse Spark 1.2 from Meta is now available on AI Gateway. It is a coding-focused update to the previous Muse Spark model. While keeping its general capabilities, 1.2 ships with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer… 22 GitHub Blog — AI & ML official-blog 1mo ago How the GitHub legal team used Copilot CLI to streamline their workflows Learn how to build tools to simplify how you work—without writing a single line of code. The post How the GitHub legal team used Copilot CLI to streamline their workflows appeared first on The GitHub Blog . 19 r/MachineLearning community 1mo ago NeurIPS 2026 post-rebuttal score distribution poll [D] As the title suggests, because there's no data on Papercopilot yet, and people have been talking about the scores being lower in general than last year, I thought it could be interesting to survey the average score distribution after the rebuttal phase (not considering… 26 Hugging Face Daily Papers research 1mo ago Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Abstract AI-assisted coding increasingly translates informal user intent into executable software, yet coding requests often contain ambiguities that recur in user-specific ways across tasks and sessions. Existing disambiguation methods typically address each ambiguous request… 15 arXiv — Machine Learning research 1mo ago Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies arXiv:2607.29389v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated a strong ability to generate syntactically correct code from natural-language specifications. In this study, we explore how LLMs can be harnessed to automatically translate a neutral… 26 Hacker News — AI on Front Page community 1mo ago Cursor removed cost information from the usage page and CSV export Article URL: https://forum.cursor.com/t/usage-page-to-token-amount-what/167153 Comments URL: https://news.ycombinator.com/item?id=49135257 Points: 200 # Comments: 84 9 arXiv — Machine Learning research 1mo ago RLPF: Reinforcement Learning from Performance Feedback for Code Generation arXiv:2607.27271v1 Announce Type: new Abstract: Code models are increasingly trained with execution feedback, but most training signals still stop at correctness. This leaves an important gap for systems code: two programs can pass the same tests while differing greatly in… 8 Page 2 of 6 · 267 articles ← Newer Older →
