18:40
Meet the Sad Wives of AI
Article URL: https://www.wired.com/story/meet-the-sad-wives-of-ai/ Comments URL: https://news.ycombinator.com/item?id=50438429 Points: 27 # Comments: 13
Today's news
Agents & automation / 01How Workday Built an Enterprise-Scale AI Agent Platform with LangGraph and LangSmithLangChain
01 / IN FOCUS
How Workday Built an Enterprise-Scale AI Agent Platform with LangGraph and LangSmith
LangChainAgents & automation / 02Adobe expands AI assistant into creative workflowsSiliconANGLE AI
02 / IN FOCUS
Adobe expands AI assistant into creative workflows
SiliconANGLE AICompute & infrastructure / 03Agent Substrate: Advancing Kubernetes for Agents at ScaleNVIDIA Developer
03 / IN FOCUS
Agent Substrate: Advancing Kubernetes for Agents at Scale
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Udacity AI学院Education & languages
JAXModels & infrastructureJAX is a Python numerical computing library designed for accelerators, specifically tailored for high-performance array computations and large-scale machine learning. It efficiently executes the same code across multiple hardware backends, including CPUs, GPUs, and TPUs.
分类推荐榜首KKiroCoding & developmentKiro is an AI engineering tool for developers that organizes requirements into specifications, architectures, and tasks, generates code via agents, and supports the entire workflow—from planning to code review—through property-based testing, execution memory, and integration with development tools.
分类推荐榜首EEvoMapAgents & automationEvoMap is an infrastructure designed for the reuse of AI agent experiences. It organizes reusable strategies and repair assets with validation records via the GEP protocol, offering market- and quality-based ranking to help different agents discover, evaluate, and inherit existing capabilities.
分类推荐榜首OOpen DesignDesign & 3DOpenDesign is an open-source design workspace that can connect to local programming agents, use built-in model keys, or leverage cloud-based models, enabling the creation and editing of prototypes, web pages, presentations, and graphics within a design system; local software is free, while model services incur fees.
分类推荐榜首MMemoAIMusic & audioMemoAI is an AI-powered audio-to-text tool that supports localized processing, eliminating the need to upload data and ensuring privacy and security. It can efficiently transcribe YouTube videos, podcasts, and local audio/video files (such as MP4, MP3, AAC, M4A, etc.) into text, while offering core features like multilingual translation, speaker diarization, real-time subtitles, and floating notes—making it ideal for meeting minutes, interview transcription, content learning, and more.
分类推荐榜首AAI ShortWriting & contentAIS ALERT MANAGEMENT AND SHARED PLATFORM, QUICK COMMAND FOR MULTIPLE SCENARIOS
分类推荐榜首RRowsData & analyticsRows is a spreadsheet tool that combines AI analytics, data integration, and interactive reporting, enabling you to organize documents and business data using natural language, merge datasets, generate reports, and build computational models. The official website currently indicates that it has been integrated with Superhuman and provides a corresponding link to continue using the service.
待评分 · 分类列表推荐ZZoom Workplace is Zoom’s team collaboration platform, integrating video conferencing, chat, calendars, and documents, and leveraging built-in AI to organize discussions, draft messages, and track follow-up tasks.
待评分 · 分类列表推荐CClipDropImages & editingClipdrop is a suite of AI-powered image creation and editing tools, covering background removal, local cleanup, image enlargement, upscaling, relighting, text removal, and background replacement. It allows users to process images directly in the browser and also provides developers with an API for integrating these capabilities into their applications.
待评分 · 分类列表推荐UUdacity AI学院Education & languagesUdacity AI Academy is the gateway to AI courses and learning paths, covering machine learning, deep learning, computer vision, natural language processing, and AI product management, with courses and project-based training available at both beginner and advanced levels.
待评分 · 分类列表推荐AI, as it happens
1625 published storiesAI coding · News · 80 storiesClear filters ×
2026-11-10
Follow the timeline08:00
Speed Insights and Web Analytics now support custom environments
Data from custom environments in Speed Insights and Web Analytics is now correctly attributed to the respective custom environment, enabling separate tracking for staging, QA, or canary environments. This update allows users to view and query data via the dashboard, CLI, query builder, and aggregation API without additional configuration, available on Pro and Enterprise plans.
05:00
Vercel Sandbox snapshot creation is now up to 10x faster
Vercel Sandbox has improved snapshot creation speed by up to 10x, with median time dropping to under 0.4 seconds from 4.4 seconds, and restore speed improving by 50% to 250ms at p50. The enhancements leverage the Vercel Hive Snapshot (VHS) format with more efficient data indexing, enabling parallel read and write operations and faster restoration of both base images and user data. Persistent sandboxes now automatically snapshot upon session end and resume from the latest snapshot by default, using the new format for all new snapshots while existing ones retain the previous format.
00:41
What Frontier Labs Buy: A Data Deep Dive with Handshake AI — Garrett Lord & Team
Our first deep dive with an AI data company. In roughly a year, Handshake built an AI training business doing nearly $1 billion in gross annualized revenue. What are frontier labs buying? Garrett Lord joins us with the people building reinforcement lea...
2026-11-09
Follow the timeline13:00
Decision models take 26% of requests; Anthropic now wins new teams 2:1
In November 2026, decision models accounted for 26% of all AI Gateway requests and 0.53% of total spend, with adoption highest among high-volume teams—70% of those processing over 10 billion tokens monthly used a decision model. Voice model usage rose 2.6 times since July, reaching 11% of paid teams. OpenAI and Anthropic now serve nearly equal shares of paid teams, but Anthropic gained more new teams (2:1), while OpenAI’s share of gateway spend increased by two-thirds since December. Over half of language-model requests went to models less than two months old, reflecting rapid model turnover with a median half-life of six weeks. In October, Anthropic’s Opus 5.5 became the top model by spend, and image and video model usage reached record levels, with OpenAI’s GPT-Image-2.5 Sunburst leading image spend and ByteDance’s Seedance 2.5 leading video spend.
08:00
Build disk space on Vercel increased to 64 GB
Vercel has increased build disk space from 32 GB to 64 GB on Basic and Standard machines, aligning with Enhanced and Turbo tiers, providing more room for project packages and build-generated files without requiring configuration changes or additional costs.
08:00
Claude Fable 5.2 now available on AI Gateway
Claude Fable 5.2, designed for open-ended technical tasks, is now available on AI Gateway with improved coding, reasoning, and vision capabilities. It operates as an orchestrator or advisor, supports model fallbacks for cybersecurity classifier rejections, requires data retention (no Zero Data Retention), and can be accessed via the AI SDK, APIs, or integrated tools like Claude Code and Cursor. AI Gateway offers unified API access, cost tracking, failover options, and pricing transparency without markup.
08:00
GLM 5.3 Flash is now available in Token Pass
Token Pass, a $30/month subscription on Pro teams, now includes GLM 5.3 Flash alongside other models like Kimi K3, GLM 5.3, and DeepSeek V4.1 Flash, offering $80 in monthly credit via AI Gateway. GLM 5.3 Flash is Z.ai's native multimodal coding model with a 1M-token context window and features Zero Data Retention by default. It can be added through the team's AI Gateway dashboard or via documentation.
08:00
Vercel Container Registry now supports 2 GB compressed image layers
Vercel Container Registry now allows compressed image layers up to 2 GB each, while maintaining a total image size limit of 15 GB. It supports standard Docker workflows like docker push, docker pull, and docker tag, automatically creating repositories on push. Images can be made public or shared with up to 100 teams via the dashboard or CLI. The Vercel CLI v58.3.0 or later enables management of repositories, images, and tags, and GitHub Actions integration uses GitHub OIDC for secure CI logging without long-lived credentials. Failed background optimizations show error statuses in the dashboard, with retry options upon re-push.
08:00
Workflow SDK now writes over WebSockets on Vercel
The Vercel Workflow SDK has updated to send event writes and stream writes over WebSocket by default starting with version 5.2.0, eliminating the need for one HTTP request per write. This change improves performance, reduces costs, and enables faster AI token streaming—demonstrated by a 4.2× speed improvement in benchmarks. No code changes are required beyond upgrading to workflow@5.2.0 or later. Existing streaming code remains compatible, and in-flight workflows continue on their original deployment. Users should consult the upgrade guide if migrating from version 4.x.
03:37
How I Fight AI Brain Fry
Article URL: https://sergeykuhne.com/blog/fighting-ai-brain-fry Comments URL: https://news.ycombinator.com/item?id=50416363 Points: 83 # Comments: 56
2026-11-07
Follow the timeline08:27
Copilot code review: API management and review overview updates
You can now manage GitHub Copilot code review settings through the REST and GraphQL APIs, from enterprise policy down to individual repositories. Copilot’s review overview comment is now more compact,… The post Copilot code review: API management and review overview updates appeared first on The GitHub Blog.
08:00
DeepSeek V4.1 Flash 1017 Ultrafast now available on AI Gateway
DeepSeek V4.1 Flash 1017 Ultrafast, offering over 1,000 tokens per second, is now available via Fireworks' accelerated serverless endpoint on Vercel's AI Gateway. The model features a 1M-token context window and is optimized for interactive coding, reasoning, and agentic workflows. It is in public preview with no waitroom or session time limits. Developers can use it by specifying the model name in their code or through tools like Claude Code, Codex, and Cursor after setting up the latest Vercel CLI. AI Gateway provides unified API access, usage tracking, cost management, and performance optimizations without markup or platform fees.
06:17
Copilot impact dashboard adds chat and VS Code agent usage
The Agent adoption chart in the Copilot impact dashboard now includes Copilot Chat and the VS Code Agents window, so you can see engagement across nine Copilot experiences. The adoption… The post Copilot impact dashboard adds chat and VS Code agent usage appeared first on The GitHub Blog.
05:00
AI Gateway adds DeepSeek Search and Fetch tools
DeepSeek Search and DeepSeek Fetch are now accessible through Vercel's AI Gateway, enabling users to find relevant web pages and retrieve their content as Markdown using a single API key. These tools work with any model supporting tool calling, support fallback search options, and are available in AI SDK versions 6.0.321 (v6) and 7.0.160 (v7). Each search or fetch request costs $0.75 per 1,000 billable requests, with no charge for failed or empty results. Usage is tracked via AI Gateway, which also supports routing, retries, and failover configurations.
05:00
Chat SDK agents can now stream generative UI with json-render
Vercel introduces json-render, enabling Chat SDK agents to generate and stream interactive UI components as JSON specs, which are converted into platform-native cards (e.g., Block Kit on Slack, Adaptive Cards on Teams). The system uses a typed component catalog covering tables, charts, buttons, and more, eliminating the need for separate tools. It supports streaming updates with real-time edits every 500 ms, validates component specs against schemas, and enforces platform-specific message limits to prevent content degradation.
04:31
@GitHub in Slack and Teams is generally available and more
Turn conversations into code with @GitHub in Slack and Teams! Investigate bugs, create issues, implement changes, and open pull requests—all without leaving your conversation. What’s new Build and review together… The post @GitHub in Slack and Teams is generally available and more appeared first on The GitHub Blog.
02:00
Vercel CLI can now set new projects to expire
Vercel CLI enables users to set a project to expire after deployment using the --delete-project-after flag with durations like 1h, 1d, 1w, 2w, or 30d. Expired projects are automatically deleted, eliminating manual cleanup. The feature only applies to new projects; existing projects retain their expiration settings. Use vercel project keep to remove expiration. Requires Vercel CLI v65.12.0 or later.
01:00
Vercel Tracing is now generally available
Vercel Tracing is now available on all plans with improved search and inspection capabilities in the dashboard and CLI, automatic tracing for new Next.js projects starting with Next.js 16.5, longer trace retention (3 days for Hobby, 14 days for Pro and Enterprise), and support for Kibana Query Language (KQL) searches across team projects.
2026-11-06
Follow the timeline08:00
Ampersand from Humans& now available on AI Gateway
Ampersand, a model designed for group conversations, is now available for free on AI Gateway until November 13, 2026. Built on Z.ai's open-weight GLM 5.3 and trained via reinforcement learning in simulated long-term group interactions, Ampersand understands shared goals, manages disagreements, and decides when to contribute or remain silent. It supports actions like sending messages or passing, and can be integrated via the AI SDK, OpenAI-compatible API, or coding agents using the model name 'humansand/ampersand-v0.1'.
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