News / #code Tag Code 186 articles archived under #code · RSS Sign in to follow Vercel — AI dev-tools 1mo ago Vercel Plugin now available in VS Code and GitHub Copilot CLI The Vercel Plugin is now available in VS Code and the GitHub Copilot CLI. GitHub Copilot now has Vercel platform knowledge on demand, with skills for Next.js, AI SDK, Vercel Functions, and more. The Vercel plugin also helps Copilot stay up to date with the latest Vercel APIs and… 28 r/LocalLLaMA community 1mo ago I benched quad 5060Tis for code generation with Qwen3.6-27B so you don't have to (it's really good) WEIRD DISCLAIMER: none of this was written by an LLM until you get to the Github repo/site, which was obviously assembled by your friend and mine, Ser Claudric. so if this reads like an ADHD-ass brain wrote it, that's because -- wait for it -- it did. very strange doing a… 36 GitHub Blog — AI & ML official-blog 1mo ago Better tools made Copilot code review worse. Here’s how we actually improved it. How migrating Copilot code review to shared Unix-style code exploration tools reduced review cost by reshaping agent workflows around pull request evidence. The post Better tools made Copilot code review worse. Here’s how we actually improved it. appeared first on The… 31 arXiv — Machine Learning research 1mo ago Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation arXiv:2607.07748v1 Announce Type: new Abstract: Large Language Models achieve strong code generation for high resource languages like Python and Java but suffer sharp performance drops on Low-Resource Programming Languages~(LRPLs) such as Julia. Improving Small Language… 16 arXiv — NLP / Computation & Language research 1mo ago An Online Reference-Free Evaluation Framework for Flowchart Image-to-Code Generation arXiv:2602.13376v2 Announce Type: replace-cross Abstract: Vision-Language Models (VLMs) are increasingly used in document processing pipelines to convert flowchart images into structured code (e.g., Mermaid). In production, these systems process arbitrary inputs for which no… 21 TechCrunch — AI news-outlet 1mo ago OpenAI says GPT 5.6 is the ‘preferred model’ for Microsoft Copilot 365 amid breakup chatter OpenAI's new family of models will continue to power Microsoft's suite of workplace and productivity apps. 28 ThursdAI news-outlet 1mo ago AI WorldCup (or superbowl?) GPT-5.6 lands mid-show, Zuck returns to X for Muse Spark 1.1, GPT-Live talks while it listens & Grok 4.5 trained with Cursor, Fable extended - ThursdAI - Jul 9, 2026 From Weights & Biases & CoreWeave: OpenAI launched GPT-5.6 in the middle of our live show, Mark Zuckerberg came back to Twitter to announce a Meta frontier model, and we hit the breaking news btn 3x 13 Latent.Space news-outlet 1mo ago [AINews] SpaceXAI launches Grok 4.5, first Opus-class model post Cursor acquisition SpaceXAI continues to move faster than any other frontier lab on earth. 20 arXiv — NLP / Computation & Language research 1mo ago Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies arXiv:2607.06963v1 Announce Type: cross Abstract: Large Language Models (LLMs) and generative AI (GenAI) systems, such as ChatGPT, Claude, Gemini, LLaMA, Copilot, Stable Diffusion by OpenAI, Anthropic, Google, Meta, Microsoft, Stability AI, respectively, are revolutionizing… 5 arXiv — NLP / Computation & Language research 1mo ago Learning from Execution: Self-Evolving Memory for Private-Library Code Generation arXiv:2604.24222v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have achieved strong performance on general code generation, but their effectiveness drops sharply in enterprise settings where software development relies on internal private libraries absent… 19 OpenAI official-blog 1mo ago GPT-5.6 is now the preferred model in Microsoft 365 Copilot Learn how GPT-5.6 powers Microsoft 365 Copilot with stronger AI capabilities across Word, Excel, PowerPoint, Chat, and Cowork for faster, higher-quality work. 23 GitHub Blog — AI & ML official-blog 1mo ago How GitHub Copilot enables zero DNS configuration for GitHub Pages Go from an empty repository to a live custom domain with HTTPS in about 14 minutes, without manually editing a single DNS record. The post How GitHub Copilot enables zero DNS configuration for GitHub Pages appeared first on The GitHub Blog . 34 arXiv — NLP / Computation & Language research 1mo ago SecureCode: A Production-Grade Multi-Turn Dataset for Training Security-Aware Code Generation Models arXiv:2512.18542v3 Announce Type: replace-cross Abstract: AI coding assistants produce vulnerable code in 45\% of security-relevant scenarios~\cite{veracode2025}, yet no public training dataset teaches both traditional web security and AI/ML-specific defenses in a format… 33 Hugging Face Daily Papers research 1mo ago dOPSD: On-Policy Self-Distillation for Diffusion Language Models Abstract Diffusion large language models face challenges in reasoning enhancement through post-training, but a novel on-policy self-distillation method using internal denoising trajectories improves mathematical reasoning and code generation performance. Generated by… 19 arXiv — NLP / Computation & Language research 1mo ago What You See Is What You Get: Observation-Aligned Supervision for Chart-to-Code Generation arXiv:2607.04726v1 Announce Type: new Abstract: Chart-to-code generation is commonly trained with supervised fine-tuning on reference plotting scripts, implicitly treating the gold code as a fully observable target. We argue that this assumption is often invalid: many chart… 4 Hacker News — AI on Front Page community 1mo ago GPT-5.6 Sol Ultra will be in Codex https://x.com/haider1/status/2073695124220006575 , https://xcancel.com/haider1/status/2073695124220006575 Comments URL: https://news.ycombinator.com/item?id=48799614 Points: 214 # Comments: 148 23 r/LocalLLaMA community 1mo ago I would like to have a strong local ollama with tooling alike GitHub’s Copilot that works through terminal.. I’ve already been experimenting with some larger models on my Apple M3 Ultra 96GB (can fit multiples up to around 65 GB total) and I’ve noticed it’s just stupid Using OpenCode to connect too a local ollama proxy I can access the models, add custom instructions, etc. This gives… 30 r/LocalLLaMA community 1mo ago Qwen 3.6 27B - VLLM Performance Benchmark Results (BF16, FP8, NVFP4) Sharing some testing of Qwen 3.6 27B using VLLM across the popular quants on my development system. I used llama benchy to generate the results, then fed it into an LLM to format it the tables for readibility. While NVFP4 is blazing fast, have had looping issues in copilot that… 14 r/LocalLLaMA community 1mo ago GH Copilot’s BYOK Blocking for Inline Completion Makes No Sense. [THE FIX] GitHub Copilot allows Bring Your Own Key (BYOK) for its Chat window, but it explicitly blocks those exact same custom models from being used for inline code auto-completion. The official justification from the VS Code team is a supposed "lack of capable FIM (Fill-in-the-Middle)… 10 arXiv — Machine Learning research 1mo ago DecompRL: Solving Harder Problems by Learning Modular Code Generation arXiv:2607.02390v1 Announce Type: new Abstract: How can Large Language Models (LLMs) solve problems they currently cannot? Repeated sampling scales test-time compute but GPU cost grows linearly with attempts, while reinforcement learning (RL) with verifiable rewards improves… 7 arXiv — NLP / Computation & Language research 1mo ago TokenScope: Token-Level Explainability and Interpretability for Code-Oriented Tasks in Large Language Models arXiv:2607.01235v1 Announce Type: new Abstract: Understanding how Large Language Models (LLMs) make token-level decisions during code generation remains a major challenge for both researchers and practitioners. While recent tools provide insights into model internals or… 17 Hugging Face Daily Papers research 1mo ago Autonomous Scientific Discovery via Iterative Meta-Reflection Abstract An autonomous scientific discovery framework uses large language models and dynamic code generation to conduct open-ended research while maintaining statistical rigor through meta-reflection and multimodal data processing. Generated by Qwen/Qwen2.5-Coder-32B-Instruct… 25 r/LocalLLaMA community 1mo ago Kimi K2.7 Code is generally available in GitHub Copilot   submitted by   /u/zxyzyxz [link]   [comments] 16 r/LocalLLaMA community 1mo ago Z.ai launches ZCode to challenge Cursor, Claude Code and GitHub Copilot in AI coding   submitted by   /u/pscoutou [link]   [comments] 11 Hacker News — AI on Front Page community 1mo ago Kimi K2.7 Code is generally available in GitHub Copilot Article URL: https://github.blog/changelog/2026-07-01-kimi-k2-7-is-now-available-in-github-copilot/ Comments URL: https://news.ycombinator.com/item?id=48756602 Points: 202 # Comments: 89 24 arXiv — NLP / Computation & Language research 1mo ago Right in the Right Way: LM Training with Verifiable Rewards and Human Demonstrations arXiv:2607.01181v1 Announce Type: cross Abstract: RL with verifiable rewards (RLVR) has emerged as a powerful paradigm for training LMs on tasks with well-defined success metrics, such as code generation and mathematical reasoning. However, current RLVR methods optimize only… 25 arXiv — NLP / Computation & Language research 1mo ago Agentic generation of verifiable rules for deterministic, self-expanding reaction classification arXiv:2607.01061v1 Announce Type: cross Abstract: Computer-assisted synthesis planning breaks target molecules into accessible precursors using large libraries of reaction rules that assign each transformation a deterministic, interpretable label. But chemistry is long-tailed,… 17 Latent.Space news-outlet 1mo ago How Cursor deploys AI inside the enterprise Cursor's Pauline Brunet explains how her team of Forward Deployed Engineers help organizations implement agents — essentially setting up software factories. 35 Smol AI News news-outlet 1mo ago not much happened today **Anthropic** re-enabled **Claude Fable 5** with updated cybersecurity safeguards routing some requests to **Opus 4.8**. The relaunch influenced tooling adoption by **Cursor**, **Devin**, and **Perplexity**. Builders are adapting to frontier-model constraints by employing… 16 TechCrunch — AI news-outlet 1mo ago Cursor now has a mobile app for guiding your coding agent on the go Cursor has launched a new mobile app for remote oversight over coding agents. 29 Smol AI News news-outlet 1mo ago not much happened today **Meta** announced **Brain2Qwerty v2**, a real-time non-invasive brain-to-text decoder achieving up to **78% word accuracy** with released training code and dataset. **Cursor** launched **Cursor for iOS** with remote AI agents and live activity features. Open-weight model access… 35 Hacker News — AI on Front Page community 1mo ago Age verification is just a precursor to automated attribution of speech Article URL: https://nonogra.ph/age-verification-is-just-a-precursor-to-attribution-of-speech-06-29-2026 Comments URL: https://news.ycombinator.com/item?id=48714529 Points: 238 # Comments: 105 34 arXiv — Machine Learning research 1mo ago Optimizing CUDA like a Human: Micro-Profiling Tools as Expert Surrogates for LLM-Based GPU Kernel Optimization arXiv:2606.26453v1 Announce Type: new Abstract: We present KernelPro, a closed-loop multi-agent system that automatically generates, profiles, and iteratively optimizes GPU kernel code by integrating large language model (LLM) code generation with hardware profiler feedback and… 21 GitHub Blog — AI & ML official-blog 1mo ago Evaluating performance and efficiency of the GitHub Copilot agentic harness across models and tasks Explore how the GitHub Copilot agentic harness delivers strong results across multiple benchmarks and leading token efficiency, while maintaining flexibility to choose among more than 20 models. The post Evaluating performance and efficiency of the GitHub Copilot agentic harness… 19 Hugging Face Daily Papers research 1mo ago ReNIO: Reweighting Negative Trajectory Importance for LLM On-Policy Distillation Abstract ReNIO enhances on-policy distillation for language models by reweighting negative trajectories based on token-level probability ratios, improving reasoning performance in mathematical and code generation tasks. Generated by Qwen/Qwen2.5-Coder-32B-Instruct On-policy… 25 arXiv — NLP / Computation & Language research 1mo ago Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection arXiv:2606.25102v1 Announce Type: new Abstract: Large language models have transformed code generation, raising concerns around authorship, assessment integrity, and software trust. SemEval-2026 Task 13 Subtask A operationalizes detection as binary classification over code… 28 arXiv — NLP / Computation & Language research 1mo ago OPERA: Aligning Open-Ended Reasoning via Objective Perplexity-based Reinforcement Learning arXiv:2606.25757v1 Announce Type: new Abstract: Reinforcement Learning (RL) has enabled LLMs to excel in objective reasoning tasks such as mathematics and code generation. However, applying RL to open-ended tasks, such as creative writing, remains challenging because… 22 r/LocalLLaMA community 1mo ago I reverse engineered Windows Copilot into a free OpenAI compatible API (GPT-4, no API key, no billing) So Microsoft gives you GPT-4 for free in Copilot. They just don't give you an API for it. So I made one. It logs into your own Microsoft account once, saves the session, and exposes a local server at http://localhost:8000/v1 that speaks the OpenAI format. Point the official… 24 arXiv — NLP / Computation & Language research 1mo ago Ensemble Learning for Large Language Models in Text and Code Generation: A Survey arXiv:2503.13505v3 Announce Type: replace Abstract: Generative Pretrained Transformers (GPTs) are foundational Large Language Models (LLMs) for text generation. However, individual LLMs often produce inconsistent outputs and exhibit biases, limiting their representation of… 10 r/LocalLLaMA community 1mo ago I mapped every agent config file (AGENTS.md, CLAUDE.md, llms.txt, .cursorrules, SKILL.md...) and tagged how widely each is actually used Every tool ships its own magic file now and after a while the names all blur together. I put together a guide to the ones agents actually read and write, with a tag on each for real adoption instead of hype. https://github.com/ItamarZand88/awesome-agent-conventions 21… 22 GitHub Blog — AI & ML official-blog 1mo ago How we built an internal data analytics agent Qubot, our internal Copilot-powered analytics agent, allows any GitHub employee to ask questions about our data in plain language. Here's what we learned as we built it. The post How we built an internal data analytics agent appeared first on The GitHub Blog . 18 Hugging Face Daily Papers research 1mo ago No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages Abstract Research addresses code generation challenges for no-resource programming languages by developing benchmarks and proposing a method that combines further pre-training with weight difference transfer to create specialized instruction-following models at reduced… 27 Hugging Face Daily Papers research 1mo ago JAMER: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines Abstract Game development frameworks and benchmarks were created using data from game jam competitions to evaluate code generation and project-level programming capabilities. Generated by Qwen/Qwen2.5-Coder-32B-Instruct Current AI-driven game development has made substantial… 25 ThursdAI news-outlet 1mo ago Fable Got Banned, Open Source Delivered: GLM-5.2, Kimi K2.7 & SpaceX Buys Cursor - June 18 From CoreWeave (W&B): Fable is gone (for now). Here's everything else that happened this week: GLM-5.2 takes the open source crown, SpaceX buys Cursor for $60B, and 3 guests on the show today! 23 GitHub Blog — AI & ML official-blog 1mo ago Getting more from each token: How Copilot improves context handling and model routing How GitHub Copilot is making more of each session go toward useful work, so your credits go further. The post Getting more from each token: How Copilot improves context handling and model routing appeared first on The GitHub Blog . 34 Stratechery (Ben Thompson) community 1mo ago The State of Fable, The Jailbreak Problem, SpaceX Acquires Cursor The administration is very likely wrong about Fable, but that is ultimately Anthropic's responsibility. 20 Hugging Face Daily Papers research 1mo ago LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Abstract Parallel loop Transformers achieve better code generation performance with two loops due to refined representations, while additional loops cause diminishing returns and increased positional mismatch costs. Generated by Qwen/Qwen2.5-Coder-32B-Instruct Looped… 5 Ars Technica — AI news-outlet 1mo ago SpaceX acquires AI coding platform Cursor for $60 billion Separately, neither could compete. Now they hope they can. 20 Hacker News — AI on Front Page community 1mo ago SpaceX Is Buying Cursor Article URL: https://www.bbc.com/news/articles/cvgd5g7d7gyo Comments URL: https://news.ycombinator.com/item?id=48554215 Points: 255 # Comments: 289 24 The Information — AI news-outlet 1mo ago SpaceX finalizes $60 billion deal to acquire Cursor SpaceX announced it agreed to buy AI coding startup Cursor for $60 billion on Tuesday. The announcement came only a few days after SpaceX went public at a valuation of about $1.77 trillion. Since the IPO, SpaceX stock has risen 42% to close on Monday at $193.50, valuing it at… 37 Page 2 of 4 · 186 articles ← Newer Older →
