News / #code Tag Code 186 articles archived under #code · RSS Sign in to follow TechCrunch — AI news-outlet 1mo ago SpaceX to acquire Cursor for $60B in stock, days after blockbuster IPO The deal is supposed to help SpaceX's struggling AI division. The company told IPO investors it sees a $26 trillion addressable market in AI. 21 Ars Technica — AI news-outlet 1mo ago Critical Copilot vulnerability allowed hackers to seal 2FA code from users SearchLeak exploit shows why the industry's approach to LLM security fails over and over. 4 Hacker News — AI on Front Page community 1mo ago SpaceX to buy Cursor for $60B Article URL: https://www.reuters.com/legal/transactional/spacex-buy-anysphere-60-billion-2026-06-16/ Comments URL: https://news.ycombinator.com/item?id=48553224 Points: 214 # Comments: 157 16 r/LocalLLaMA community 1mo ago Are small local models for automation a thing? I’ve been following this sub for a while, and it feels like the massive hype is always around having a local vibe coding assistant or trying to run heavy, near-frontier models locally, and that’s amazing. But I feel like we are overlooking a massive use case, for me, an… 5 GitHub Blog — AI & ML official-blog 1mo ago GitHub Copilot CLI for Beginners: Overview of common slash commands GitHub Copilot CLI for Beginners: Learn how to use slash commands to control your terminal AI agent. The post GitHub Copilot CLI for Beginners: Overview of common slash commands appeared first on The GitHub Blog . 26 r/LocalLLaMA community 2mo ago Context window + project size + Aider? Forgive the naivety of this post, I'm a noob, bear with me! If a project, understood as a set of files, is larger than the context window of a model, how do you fit it in? After doing some naive research, various major LLMs like Deepseek, Kimi, and company say the solution is… 32 arXiv — NLP / Computation & Language research 2mo ago Dialogue SWE-Bench: A Benchmark for Dialogue-Driven Coding Agents arXiv:2606.13995v1 Announce Type: new Abstract: AI coding agents have rapidly transformed software engineering, powering widely used interactive coding assistants. Despite their interactive real-world use, existing benchmarks evaluate them as fully-autonomous systems. In this… 10 GitHub Blog — AI & ML official-blog 2mo ago How we made GitHub Copilot CLI more selective about delegation Better orchestration, fewer handoffs, faster progress, without a single new knob. The post How we made GitHub Copilot CLI more selective about delegation appeared first on The GitHub Blog . 25 r/LocalLLaMA community 2mo ago Where are we with computer-control harnesses? Seems like local vision language models models are getting smart enough so that it would be useful to hand them the cursor in a secure sandbox. What harnesses are available that can do this? edit: oh my fucking God something about this post triggered all of the bots to come out… 27 r/MachineLearning community 2mo ago What should context compression keep? I looked at how six agents handle it[D] I use Claude Code, Codex CLI, OpenCode, Cline, Cursor, and Amp enough to notice a pattern in how they handle long context. They are all converging on layered progressive compression, but they disagree on what to protect. Most protect recent user messages as a first-class asset.… 20 Hugging Face Daily Papers research 2mo ago Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code Abstract Grammar-constrained decoding techniques used to ensure syntactic validity in code generation can be exploited as an attack surface, leading to the development of a jailbreak method called CodeSpear and a safety alignment approach named CodeShield. Generated by… 37 Hugging Face Daily Papers research 2mo ago Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks Abstract A new benchmark and adapter protocol called Claw-SWE-Bench enables fair comparison of diverse coding agents by standardizing evaluation conditions and revealing the importance of adapter design for effective code generation. Generated by Qwen/Qwen2.5-Coder-32B-Instruct… 16 NVIDIA Developer Blog official-blog 2mo ago Run DiffusionGemma on NVIDIA for Developer-Ready, High-Throughput Text Generation Developers building real-time AI—such as chat assistants, copilots, and agentic workflows—are often constrained by token-by-token generation speed. This... 6 GitHub Blog — AI & ML official-blog 2mo ago Give GitHub Copilot CLI real code intelligence with language servers Install and configure LSP servers for GitHub Copilot CLI, replacing brute-force grep/decompile with real code intelligence. The post Give GitHub Copilot CLI real code intelligence with language servers appeared first on The GitHub Blog . 34 Hacker News — AI on Front Page community 2mo ago How we made hit video game Prince of Persia Article URL: https://www.theguardian.com/culture/2026/jan/05/raiders-of-the-lost-ark-hit-video-game-prince-of-persia Comments URL: https://news.ycombinator.com/item?id=48468852 Points: 203 # Comments: 78 38 GitHub Blog — AI & ML official-blog 2mo ago From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI Custom agents let GitHub Copilot CLI understand your stack and team workflows, turning one-off terminal prompts into repeatable, reviewable processes. The post From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI appeared first on The GitHub Blog . 20 r/LocalLLaMA community 2mo ago Best Coding Harness for Qwen3.6 35B? I've been happily using GitHub Copilot for 7-8 months, primarily in Visual Studio and VS Code, mostly with the built-in flagship models and have felt like the output is worth the cost. Lately I've been playing with a lot of different local LLM models and decided to try using… 32 r/LocalLLaMA community 2mo ago Github Copilot finally supporting custom endpoints https://preview.redd.it/082gnmin1l5h1.png?width=1740&format=png&auto=webp&s=2c89f6310c8c654611188183de07857d77cb2417 https://preview.redd.it/169tjrzn1l5h1.png?width=710&format=png&auto=webp&s=9a1fa656ea95037622b0d7ea2e16a23d2122442c I just noticed   submitted by  … 19 r/MachineLearning community 2mo ago Is it allowed to use OpenAI API outputs to create a silver code dataset or benchmark for a specific Python library? [d] Hello everyone, Is it allowed to use OpenAI API outputs to create a silver code dataset or benchmark for a specific Python library? I am working on a project idea related to library-specific code generation. The concrete case is a specific Python library used in a… 18 Hugging Face Daily Papers research 2mo ago Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems Abstract Production-grounded evaluation framework RAMP assesses long-horizon software engineering agents through realistic compiler construction workloads and runtime analysis. Generated by Qwen/Qwen2.5-Coder-32B-Instruct LLM agents are rapidly evolving from coding assistants… 21 Simon Willison community 2mo ago Microsoft's new MAI models Microsoft announced two new text LLMs this morning - MAI-Thinking-1 (reasoning, 35B parameters, available to "select early partners") and MAI-Code-1-Flash (5B parameters, "purpose-built for GitHub Copilot and VS Code to deliver high performance and lower cost [...] rolling out… 17 Latent.Space news-outlet 2mo ago GitHub's plan for Agents — Kyle Daigle, GitHub GitHub pioneered the modern AI coding era with Copilot, and the resulting explosion in agentic coding has led to notable strains on the most popular developer platform in the world. Here's the plan. 27 Ars Technica — AI news-outlet 2mo ago AI costs how much? GitHub Copilot users react to new usage-based pricing system. Some report burning through their whole monthly "AI credit" allotment in a single day. 18 Zed Editor dev-tools 2mo ago What GitHub Copilot's Usage-Based Billing Means for Zed Users Copilot Chat is now metered with GitHub AI Credits. Copilot edit predictions are not. 24 TechCrunch — AI news-outlet 2mo ago ‘What a joke’: Github Copilot’s new token-based billing spurs consternation among devs The golden age of Microsoft's Github Copilot appears to be at an end. 5 arXiv — NLP / Computation & Language research 2mo ago MOOSE-Copilot: A Web-Based Interactive Assistant for Unified Exploratory and Fine-Grained Scientific Hypothesis Discovery arXiv:2605.29475v1 Announce Type: new Abstract: Large language models (LLMs) show remarkable potential in scientific hypothesis discovery. However, existing approaches face two critical limitations: they treat divergent exploratory ideation and convergent fine-grained refinement… 37 arXiv — NLP / Computation & Language research 2mo ago HTAM: Hierarchical Transition-Attended Memory for Operator Optimization arXiv:2605.29734v1 Announce Type: new Abstract: High-performance GPU kernels are essential for efficient LLM deployment, yet optimizing them remains expertise-intensive. Recent LLM-based code generation makes automatic GPU operator generation promising, but operator optimization… 12 arXiv — NLP / Computation & Language research 2mo ago Beyond pass@k: Redundancy-Aware RLVR for Multi-Sample Code Generation arXiv:2605.28022v1 Announce Type: new Abstract: LLMs for code generation are commonly evaluated in repeated-sampling settings using Pass@k, where multiple candidate programs are executed against unit tests under a finite sampling budget. While recent verifier-based reinforcement… 5 r/LocalLLaMA community 2mo ago SWE-rebench Leaderboard (March, April and May 2026): GPT-5.5, Opus 4.7, Cursor (Composer 2.5), Kimi K2.6 and More Hi all, Sorry for going missing — we’ve been collecting a larger, higher-quality set of more complex tasks. We’re excited to share a major leaderboard update covering the past three months. We’ve updated the SWE-rebench leaderboard with 110 fresh Python tasks from GitHub PRs… 20 arXiv — NLP / Computation & Language research 2mo ago Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning arXiv:2605.27000v1 Announce Type: new Abstract: Repeated sampling with a verifier is the standard way to allocate test-time compute for code generation, with pass@$K$ as the canonical metric. Yet the standard policy class draws $K$ independent samples from a single answer… 14 Simon Willison community 2mo ago Microsoft Copilot Cowork Exfiltrates Files Microsoft Copilot Cowork Exfiltrates Files The biggest challenge in designing agentic systems continues to be preventing them from enabling attackers to exfiltrate data. In this case Microsoft Copilot Cowork (yes, that's a real product name ) was allowing agents to send emails… 21 Hugging Face Daily Papers research 2mo ago CoSPlay: Cooperative Self-Play at Test-Time with Self-Generated Code and Unit Test Abstract CoSPlay is a GT-free framework that jointly improves code generation and unit test quality through cooperative self-play, achieving competitive performance without ground-truth unit tests. AI-generated summary Recently, Reinforcement Learning with Verifiable Rewards… 7 arXiv — NLP / Computation & Language research 2mo ago Eureka: Intelligent Feature Engineering for Enterprise AI Cloud Resource Demand Prediction arXiv:2605.25297v1 Announce Type: new Abstract: Effective features are crucial for predictive model performance, but creating them often requires domain expertise, limiting scalability across applications. We define feature engineering as an agentic code generation problem:… 35 Hacker News — AI on Front Page community 2mo ago Microsoft Copilot Cowork Exfiltrates Files Article URL: https://www.promptarmor.com/resources/microsoft-copilot-cowork-exfiltrates-files Comments URL: https://news.ycombinator.com/item?id=48272354 Points: 201 # Comments: 43 33 arXiv — NLP / Computation & Language research 2mo ago RAS: Reflection-Augmented Scaling with In-Context Learning for Executable Cypher Query Generation arXiv:2605.22937v1 Announce Type: new Abstract: Inference-time scaling can reduce errors in structured query generation, but methods to allocate the compute for query code generation remains underexplored. We study Text2Cypher, where language models generate Cypher queries that… 26 arXiv — NLP / Computation & Language research 2mo ago CoSPlay: Cooperative Self-Play at Test-Time with Self-Generated Code and Unit Test arXiv:2605.23491v1 Announce Type: cross Abstract: Recently, Reinforcement Learning with Verifiable Rewards (RLVR) and Test-Time Scaling (TTS) have advanced LLM code generation through executable verification. Yet Ground-Truth Unit Tests (GT UTs) remain a bottleneck: SOTA RLVR… 8 Hacker News — AI on Front Page community 2mo ago Constraint Decay: The Fragility of LLM Agents in Back End Code Generation Article URL: https://arxiv.org/abs/2605.06445 Comments URL: https://news.ycombinator.com/item?id=48256912 Points: 232 # Comments: 126 13 r/LocalLLaMA community 2mo ago Top 10 Fastest Growing AI repos this week Curated this list of fastest growing AI repos. They are mostly AI coding agents, personal AI, memory, browser automation, Claude Skills and local-first dev tooling: colbymchenry/codegraph (+14.1K stars) Pre-indexed local code knowledge graph for Claude Code, Codex, Cursor,… 34 r/LocalLLaMA community 2mo ago Anyone evaluated the difference between Qwen Code for the local qwen models vs another harness? CC, OC, LC, Aider etc.. For me, opencode doing fantastically but was wondering if qwen code would be more native and have better functionality, since idk which agentic harness they used to get their benchmark results   submitted by   /u/EggDroppedSoup [link]   [comments] 13 The Information — AI news-outlet 2mo ago Cursor Sees Opening as GitHub Flounders Microsoft's GitHub unit has been on the defensive lately. Amid a series of outages and other snags, Jay Parikh , who oversees the software-project management platform, recently warned deputies that coding tools from Cursor and Anthropic could eventually make GitHub obsolete, my… 12 r/LocalLLaMA community 2mo ago Same task in github-copilot, pi, claude-code, and opencode with Qwen3.6 27B I wanted to know how much of a coding agent's performance came from the model and how much came from the harness, so I vibed a setup to allow me to test multiple agentic harnesses/model combinations on the same task. ALl the images above all come from the same model, but with a… 24 arXiv — Machine Learning research 2mo ago LEAP: A closed-loop framework for perovskite precursor additive discovery arXiv:2605.20242v1 Announce Type: new Abstract: Efficient discovery of precursor additives is essential for improving the performance of perovskite solar cells, yet the large chemical space makes conventional trial-and-error screening inefficient. We develop LEAP(LLM-driven… 14 arXiv — NLP / Computation & Language research 2mo ago DEL: Digit Entropy Loss for Numerical Learning of Large Language Models arXiv:2605.20369v1 Announce Type: new Abstract: Number prediction stands as a fundamental capability of large language models (LLMs) in mathematical problem-solving and code generation. The widely adopted maximum likelihood estimation (MLE) for LLM training is not tailored to… 30 r/LocalLLaMA community 2mo ago How can you stop your model from looping So i thought this is a small model issue but when i added a new gpu and i am able to run low mid model like Qwen 3.6 35b q4 or q5 this issue still exists now its not as much as small model but it does break when linking the model to copilot chat or Hermes the model mid task will… 33 The Information — AI news-outlet 2mo ago SpaceX to Acquire Cursor 30 Days After IPO SpaceX and Cursor expect to proceed with their planned acquisition 30 days after SpaceX begins trading publicly, according to someone familiar with the matter. SpaceX is expected to go public in mid-June in the largest IPO in U.S. history. The Elon Musk-founded rockets-and-AI… 36 VentureBeat — AI news-outlet 2mo ago Google just redesigned the search box for the first time in 25 years — here’s why it matters more than you think. 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… 32 The Information — AI news-outlet 2mo ago How Microsoft, Meta, xAI Get AI Training Data From Their Employees Microsoft’s GitHub Copilot may have lost much of its early lead in the AI coding race to rivals like Anthropic and Cursor, but Microsoft thinks it has an advantage over those companies: roughly 100,000 software engineers who work for Microsoft. As we reported Monday , Microsoft… 16 r/LocalLLaMA community 2mo ago Public Repository "Codegraph" claims to reduce Claude, Cursor, Codex, and OpenCode API tool calls by 94% locally, an innovation that could directly offset the most recent Claude API pricing model. Author Colbymchenry has developed a tool leveraging Claudes Explore Agents to utilize a pre-indexed knowledge graph — symbol relationships, call graphs, and code structure. Agents query the graph instantly instead of scanning files, which he declares reduces API tool calls by up… 14 arXiv — NLP / Computation & Language research 2mo ago Constrained Code Generation with Discrete Diffusion arXiv:2605.16829v1 Announce Type: new Abstract: Discrete diffusion models are a powerful, emerging paradigm for code generation. They construct programs through iterative refinement of partially corrupted token sequences and enable parallel token refinement. Importantly, this… 12 Hacker News — AI on Front Page community 2mo ago Cursor Introduces Composer 2.5 https://twitter.com/cursor_ai/status/2056415413077233983 Comments URL: https://news.ycombinator.com/item?id=48182516 Points: 215 # Comments: 164 19 Page 3 of 4 · 186 articles ← Newer Older →
