News / #developer-tool Tag Developer Tool 500 articles archived under #developer-tool · RSS Sign in to follow Vercel — AI dev-tools 14d ago Vercel MCP now supports the 2026-07-28 MCP specification Vercel MCP now supports the 2026-07-28 MCP specification, giving newer clients a stateless request model and updated authorization behavior without any change on the client side. Clients built for the 2025 protocol keep working exactly as before, and clients that understand the… 36 Vercel — AI dev-tools 14d ago Chat SDK now supports reactions and ephemeral messages on Teams Chat SDK's Microsoft Teams adapter now supports reactions and ephemeral messages through the same API as other adapters. Bots can add and remove reactions on Teams messages, and call thread.postEphemeral() or channel.postEphemeral() to send native, targeted messages that only… 5 r/LocalLLaMA community 14d ago Smallest model (& tips) for intelligent computer use via Hermes? Hello, I have a friend who's using various local LLM's like qwen3.6 27B, 35b-a3b, North Mini Code, and qwen2.5-vl-7b (just for vision). They have a use case where they're trying to have an LLM drive an actual machine via hermes' computer_use tool and cua_driver to click through… 7 Vercel — AI dev-tools 14d ago Server-Timing response headers will pass through to the client Vercel's CDN will begin passing through the Server-Timing response header to the client on August 10, 2026. Use Server-Timing to report backend metrics like database query time and cache hits. These values appear in the browser's network panel and as PerformanceServerTiming… 11 Hugging Face Daily Papers research 15d ago SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response Abstract Large Language Model (LLM) agents are increasingly adopted in real-world security operations with access to host artifacts and command-line interfaces (CLIs), making it critical to thoroughly assess their security capabilities. However, existing cybersecurity benchmarks… 36 arXiv — NLP / Computation & Language research 15d ago FedWeave: Rethinking the Unit of Specialization in Heterogeneous Federated MoE-LoRA arXiv:2607.26618v1 Announce Type: cross Abstract: Federated PEFT enables LLMs to collaboratively adapt to decentralized private data without sharing raw examples. However, task heterogeneity across clients can cause cross-task interference and gradient conflicts during… 7 arXiv — NLP / Computation & Language research 15d ago SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response arXiv:2607.26791v1 Announce Type: cross Abstract: Large Language Model (LLM) agents are increasingly adopted in real-world security operations with access to host artifacts and command-line interfaces (CLIs), making it critical to thoroughly assess their security capabilities.… 32 arXiv — NLP / Computation & Language research 15d ago $\texttt{AMEND++}$: Benchmarking Eligibility Criteria Amendments in Clinical Trials arXiv:2601.06300v2 Announce Type: replace Abstract: Clinical trial amendments frequently introduce delays, increased costs, and administrative burden, with eligibility criteria being the most commonly amended component. We introduce \textit{eligibility criteria amendment… 15 Vercel — AI dev-tools 15d ago Run multiple isolated agents in a single Sandbox The @vercel/sandbox SDK now supports multiple Linux users and groups, so you can run agents side by side in a single Sandbox. Each agent runs as its own user with a private home directory. A group opens a shared workspace when they need to collaborate. This makes multi-agent… 14 Vercel — AI dev-tools 15d ago Deployments are now up to 7 seconds faster Over the past few months, we've made deployments up to 7 seconds faster end to end. We removed up to 5 seconds of fixed platform overhead from every build, and deploys from the latest Vercel CLI save up to 2 seconds more. The improvements are most noticeable on smaller builds,… 26 Vercel — AI dev-tools 15d ago Latest MCP spec now supported in mcp-handler [email protected] is now available with support for the 2026-07-28 Model Context Protocol specification and MCP TypeScript SDK v2 . We originally built mcp-handler to make it easier to spin up MCP servers on popular web frameworks including Next, Nuxt, Svelte, and more. With the… 36 MIT News — AI research 15d ago How a medical database developed at MIT evolved into a global standard of data-sharing The visionary PhysioNet platform launched 25 years ago, based on a system developed at MIT in the 1970s. It has become one of the most comprehensive biomedical and clinical data repositories in existence. 17 arXiv — NLP / Computation & Language research 16d ago MyoCardBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios arXiv:2607.25186v1 Announce Type: new Abstract: Background: Most medical large language model (LLM) benchmarks focus on examination knowledge or isolated tasks and may not reflect the longitudinal, multimodal, and safety-critical workflow of cardiovascular care. Objective: To… 33 arXiv — NLP / Computation & Language research 16d ago Evaluating Multi-Turn Multimodal Diagnostic Reasoning on Challenging Real-World Clinical Cases arXiv:2607.25933v1 Announce Type: new Abstract: Clinical diagnostic evaluation should not only assess whether models can provide correct diagnoses, but also reflect the realities of clinical practice, including progressive disclosure of multimodal information, dynamic updating… 32 arXiv — NLP / Computation & Language research 16d ago Retrieval, not hallucinations, will be the limiting factor for LLM-based clinical AI tools arXiv:2607.24793v1 Announce Type: cross Abstract: Discussions around large language model (LLM) errors in clinical artificial intelligence (AI) generally center around precision errors like hallucinations. This perspective, targeting both clinicians and AI researchers, seeks to… 14 arXiv — NLP / Computation & Language research 16d ago Cardiologent: Multi-Agent Clinical Decision Support for Patient-Level Arrhythmia Assessment, Urgency, and Management arXiv:2607.25340v1 Announce Type: cross Abstract: The same episode of atrial fibrillation is a minor finding in a healthy adult and grounds for anticoagulation in an elderly patient with hypertension: identical signal, opposite decision. Naming the rhythm is only the start; what… 6 arXiv — NLP / Computation & Language research 16d ago A Cost-Effective Multimodal LLM Reasoning Framework for Question Answering over Irregular Clinical Time Series arXiv:2607.25947v1 Announce Type: cross Abstract: Question answering (QA) over irregular clinical time series (ICTS) plays a pivotal role in a wide range of healthcare applications. Although recent multimodal time-series large language models (LLMs) have shown considerable… 26 arXiv — NLP / Computation & Language research 16d ago A Study of Crosslinguistic Influence in Language Models arXiv:2601.21587v2 Announce Type: replace Abstract: The sequential acquisition of languages inevitably leads to Crosslinguistic Influence (CLI), where the syntactic properties of a first language (L1) impact the processing of a second language (L2). While modern language models… 12 r/MachineLearning community 16d ago Would you take an MLE role with 50% base salary increase with rigid pto policy and no 401K match? [D] I got an offer for an MLE role where basically i will develop ML/GENAI solutions for clients completely and then hand them over and move to other projects. I think its a consulting ML role, although from a salary perspective its amazing and base is 50% more and if i add my new… 23 Vercel — AI dev-tools 16d ago Discover and install eve integrations from the CLI You can now discover and install integrations for eve agents directly from the eve CLI. Integrations come from the official eve catalog and third-party sources. Run eve add from your eve project to install an integration: Integrations write their files directly into your project… 31 Anthropic SDK (Python) releases dev-tools 16d ago v0.120.2 0.120.2 (2026-07-28) Full Changelog: v0.120.1...v0.120.2 Bug Fixes mcp: support mcp sdk v2 alongside v1 ( #300 ) ( 177f88c ) 38 Hacker News — AI on Front Page community 16d ago New HIV vaccine shows unprecedented success in preclinical study Article URL: https://www.lji.org/news-events/news/post/new-hiv-vaccine-shows-unprecedented-success-in-preclinical-study/ Comments URL: https://news.ycombinator.com/item?id=49083314 Points: 260 # Comments: 118 5 r/LocalLLaMA community 17d ago I've been tracking RTX 5090 prices across EU stores since March, it's up €1,061 and still climbing Been running a GPU price tracker ( https://www.pricesquirrel.com ) since March, covering 20+ EU stores, recently added RAM, SSDs and CPUs too. Every GPU tier has gotten cheaper since launch. The RTX 5090 has done the exact opposite. The data: The ASUS TUF Gaming RTX 5090 OC was… 34 r/LocalLLaMA community 17d ago Medical model: Reasoning-Medical-27B (Qwen3.6-27B finetune) From the description: "Reasoning-Medical-27B is designed for universal advanced medical reasoning in professional medicine, medical genetics, college biology/medicine, and clinical knowledge. The model was fine-tuned on a large-scale dataset of 370,000 high-quality… 38 r/MachineLearning community 17d ago DP-FedSOFIM: Second-Order Federated Optimization Under Differential Privacy Without Extra Privacy Cost [R] Most differentially private federated learning methods are still fundamentally first-order: clip per-example gradients, add Gaussian noise, aggregate, and take a step. DP-FedGD and DP-FedAvg follow this directly. DP-FedAdam, DP-FedYogi, and DP-SCAFFOLD improve the dynamics… 26 arXiv — Machine Learning research 17d ago Beyond Directed Acyclic Graphs: Causal Zeros and Causal Differential Equations arXiv:2607.22910v1 Announce Type: new Abstract: Pearl's structural causal model (SCM) framework, built on directed acyclic graphs (DAGs) and the do-calculus, is the dominant formal language for causal reasoning. Yet it carries two structural restrictions: every relationship must… 31 arXiv — Machine Learning research 17d ago Recycling computational processes of dynamic programming for combinatorial optimization problems: a reservoir computing approach arXiv:2607.23009v1 Announce Type: new Abstract: Reusing previously computed results is a long-standing principle for reducing computational cost, but such reuse has largely been confined to a single problem's computation. Sharing computational processes across multiple… 4 arXiv — Machine Learning research 17d ago Multi-Agent Privacy Game in Federated Learning: A Unified Mean-Field View arXiv:2607.23029v1 Announce Type: new Abstract: Federated learning enables collaborative model training across distributed clients without centralising their data, yet privacy remains a persistent concern because the shared model updates can leak information about local… 22 arXiv — Machine Learning research 17d ago Harmonized Interpretable ECG Waveform Features for Robust Cross-Dataset Clinical Prediction arXiv:2607.23412v1 Announce Type: new Abstract: Electrocardiograms (ECGs) are widely used for cardiovascular risk prediction, yet models often fail to transfer across hospitals because of protocol, population, and measurement differences. We benchmark cross-dataset… 21 arXiv — Machine Learning research 17d ago Learning to Optimize: Joint Routing and Flow Allocation on Sparse Non-Euclidean Networks arXiv:2607.23467v1 Announce Type: new Abstract: We study an integrated pickup-and-delivery problem on sparse, non-Euclidean networks that jointly optimizes cyclic routing, cargo flow allocation, and cross-cycle service. The tight coupling of these operational constraints creates… 11 arXiv — NLP / Computation & Language research 17d ago Closed-Loop Validation-Repair for Healthcare Interoperability: A Multi-Model Study of Schema Compliance in Clinical LLMs arXiv:2607.24371v1 Announce Type: new Abstract: Healthcare interoperability requires AI systems to produce structured outputs conforming to standardized schemas including ICD-10 for diagnostic coding, CPT for procedure billing, and HL7 FHIR for data exchange. While large… 22 Hugging Face Daily Papers research 17d ago JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents Abstract Creative AI is moving from single-step asset generation toward long-horizon multimodal production. Although recent generative models can synthesize high-quality images, videos, audio clips, UI elements, storyboards, slides, and other creative assets, real-world creative… 4 Hugging Face Daily Papers research 17d ago ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Abstract Multimodal large language models (MLLMs) hold immense potential to revolutionize clinical practice, yet deploying them in the medical domain is fundamentally a vision-centric challenge: models must absorb knowledge from heterogeneous 2D and 3D medical images, and… 23 Hugging Face Daily Papers research 17d ago StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents Abstract Computer-use agents are usually improved by strengthening perception: better models for reading a screenshot and choosing where to click. Yet a screenshot is only a lossy rendering of the underlying program state, e.g., the files, application backends, and DOM that hold… 24 r/LocalLLaMA community 17d ago Viable ways to run K3 locally just curious how would people run it cheap if they really want kimi k3. dgx spark / strix halo clusters optane persistent memory platform + some gpus mac studio clusters orange pi 6 clusters ssd streaming + gpus multiple ddr3 + connectx 5 rdma clients two dgx stations power 10… 37 Vercel — AI dev-tools 17d ago How Sandstone grew 40x in 147 days on Vercel Sandstone on Vercel 1,000+ legal requests managed daily across customer teams 7-app turborepo monorepo deployed seamlessly to multiple Vercel projects Multi-step agentic legal workflows built end-to-end with AI SDK When in-house legal teams get a request from their business, it… 15 arXiv — Machine Learning research 18d ago A Drift Stable Quantum Federated Learning for Intelligent Services arXiv:2607.21647v1 Announce Type: new Abstract: Quantum federated learning enables distributed clients to train quantum neural networks without sharing local data, making it promising for privacy-aware intelligent services. Intelligent services in this context refer to… 11 arXiv — Machine Learning research 18d ago Data eccentricity, asymptotics of Gaussian RBF reproducing kernel Hilbert space, and kernel PCA arXiv:2607.21823v1 Announce Type: new Abstract: We show that, up to isotropic scaling, the Gaussian RBF reproducing kernel Hilbert space (RKHS) is asymptotically isometric to Euclidean space in the large bandwidth limit. This strongly suggests that kernel-based constructions… 15 arXiv — Machine Learning research 18d ago MissHyper: Restoring Clinical Synchronicity in Missingness-Guided Hypergraph Forecasting arXiv:2607.21922v1 Announce Type: new Abstract: Clinical irregular multivariate time series are shaped not only by physiological dynamics but also by the measurement process that determines when and what to observe. In event-centric models, however, co-timestamp structure can be… 29 arXiv — Machine Learning research 18d ago Energy Manifold Natural Gradient Descent: Riemannian Optimization for Neural PDE Solvers arXiv:2607.22004v1 Announce Type: new Abstract: Energy natural gradient descent (ENGD) aligns parameter updates with the curvature of an underlying function-space energy, but existing formulations assume an unconstrained Euclidean parameter domain. We introduce \EMNGDfull{}, a… 11 arXiv — Machine Learning research 18d ago Autoregressive EHR Foundation Models with Multimodal Inputs arXiv:2607.22264v1 Announce Type: new Abstract: Autoregressive foundation models trained on tokenized electronic health records (EHRs) can support zero-shot clinical prediction, yet most operate on structured event codes alone, and do not incorporate multiple modalities in a… 33 arXiv — Machine Learning research 18d ago Synthetic Speech, Real Signal: Paralinguistic Preservation and Cross-Lingual Augmentation via Voice Cloning arXiv:2607.22304v1 Announce Type: new Abstract: Synthetic data augmentation in speech is common practice for linguistic tasks like ASR, but has seen far less work for paralinguistic ones, especially clinical tasks where labelled data is expensive and some patient groups are… 35 arXiv — Machine Learning research 18d ago Beyond Binary Rooftop Mapping: A Four-Class Deep Learning Framework for Green Roof Potential Assessment from Open Swiss Geospatial Data arXiv:2607.22342v1 Announce Type: new Abstract: The development of effective urban climate adaptation strategies requires comprehensive spatial information on rooftops and buildings, since such information underpins the assessment of ecosystem services provided by green… 27 arXiv — Machine Learning research 18d ago Dysphagia Risk Stratification in Head and Neck Cancer via Two-Stage PRO-Clinical Stacking arXiv:2607.22514v1 Announce Type: new Abstract: Dysphagia is a debilitating late effect of head and neck cancer (HNC) treatment, yet timely identification of at-risk patients remains challenging in survivorship care. Definitive assessment relies on videofluoroscopic imaging, as… 22 Vercel — AI dev-tools 18d ago Run Claude Managed Agents with Chat SDK You can now run Claude Managed Agents with Chat SDK . Claude Managed Agents handles the agent loop server-side, including the model, tools, session state, and sandboxed web research. Chat SDK gives that agent a chat interface through a single type-safe handler, with adapters… 33 r/LocalLLaMA community 18d ago Harness showdown: Claude Code vs OpenCode vs Pi with DeepSeek V4 Flash I ran DeepSeek V4 Flash through Claude Code, OpenCode and Pi on my own benchmark, and the quality came out basically the same across all three while the time and tokens spent was wildly different. Claude code (with DS in CLIProxyAPI ) takes nearly 4 times longer than the fastest… 38 r/LocalLLaMA community 19d ago Llama.cpp now has full MCP support! After a long and grueling effort spearheaded by ngxson, llama.cpp now fully supports MCP for all protocols. Over-the-web HTTP servers were already supported in the client (since they don't require any sort of plumbing), but stdio servers required real integration. After we… 15 r/LocalLLaMA community 20d ago DKV: Open-source KV-cache compression framework for local LLM inference (CLI + technical report) Hi everyone! Over the past five months I've been working on DKV (DifferentialKV), an open-source project exploring KV-cache compression for long-context local LLM inference. The goal is to reduce KV-cache memory requirements through anchor-based representations, joint low-rank… 21 Anthropic SDK (Python) releases dev-tools 20d ago v0.120.0 0.120.0 (2026-07-24) Full Changelog: v0.119.0...v0.120.0 Features api: add claude-opus-5 model ( bf4e31c ) api: add tool addition/removal blocks and tool_change events ( bf4e31c ) api: expand client-side fallback credit token types and add server-side fallbacks default option (… 24 arXiv — Machine Learning research 21d ago Bayesian uncertainty estimation improves clinical decision making in medical AI agents arXiv:2607.20582v1 Announce Type: new Abstract: Machine learning models for medical image analysis typically lack a reliable measure of confidence, limiting their use in ambiguous or atypical cases. Here we show that Monte Carlo dropout, applied to a multi-task chest-radiograph… 4 Page 4 of 10 · 500 articles ← Newer Older →
