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All news · Today4 items

#MCP and tool calling

All collected and published items, ordered by time. Picks are a selected subset.
Today10/17Sat
  1. AWS Machine Learning Blog60

    Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore

    AWS explains how its SMGS Operations team built a nine-stage evaluation framework with Amazon Bedrock AgentCore for an internal sales intelligence system. The framework combines domain-specific evaluators, versioned golden datasets, CI/CD gates, continuous monitoring, and trace-driven improvements across tools, agents, and multi-agent workflows. AWS reports that automated evaluation reduced quality regression detection from days or weeks to under four hours.

    Why it matters: The framework offers a transferable way to connect domain-specific failure categories with release gates and production monitoring across tools, individual agents, and multi-agent workflows.

  2. OpenAI · X77

    GPT-6 Pro in ChatGPT gets faster responses, improved tool use, and parallel agents

    OpenAI upgraded GPT-6 Pro in ChatGPT with faster responses and improved use of plugins and tools. Multiple agents can now tackle different parts of a task in parallel. Users can follow each agent’s progress and open completed tasks to review their work. Now available to Pro.

    Why it matters: Visible progress for each parallel agent and access to completed tasks give users a way to review work divided across multiple agents.

  3. OpenAI · X70

    GPT-6 Astra Pro in ChatGPT gets faster responses and improved tool use

    GPT-6 Astra Pro in ChatGPT got an upgrade with faster responses and improved use of plugins and tools. Multiple agents can now tackle different parts of a task in parallel. Users can follow each agent’s progress and open completed tasks to review their work.

    Why it matters: Parallel agents let users follow separate parts of a task as they progress and review completed work, making the division of work visible.

  4. The Decoder80

    ChatGPT’s updated Chrome extension reads open tabs and takes browser actions

    ChatGPT’s updated Chrome extension can read open tabs and act on them, and it works with all ChatGPT plans. Users can target tabs with @chrome, gather information across tabs in Chat mode, and use Work mode’s Computer Use to send messages, fill out forms, download files, or group tabs. The upgraded sidebar includes full chat history; OpenAI’s examples show product comparisons, article summaries, and comparisons of sellers’ pricing pages.

    Why it matters: Access to multiple open tabs and browser actions brings information gathering and task execution into the same ChatGPT workflow, with availability across all ChatGPT plans.

10/16Fri
  1. The Verge · AI73

    ChatGPT’s Chrome extension can now access open tabs and control browsing tasks

    OpenAI updated ChatGPT’s Google Chrome extension so ChatGPT can view open browser tabs when users tag Chrome in its web or desktop app. The updated sidebar provides conversation history from Chat or Work without leaving the current page. ChatGPT Work can also control Chrome tabs for tasks such as sending messages, filling out forms, downloading files, and organizing or grouping tabs.

  2. The Verge · AI62

    Bluesky’s Attie AI tool now lets users make games and social apps

    Bluesky’s Attie AI tool, initially launched earlier this year for building feeds, now lets users prompt it to create small social apps such as games, polls, and dashboards, shared as standalone websites. Jay Peters reports that his Pokémon Red and Pokémon Blue poll took a few minutes to generate. Featured examples include a Flappy Bird clone and a drum machine, with custom links on attie.site and creator attribution.

10/15Thu
  1. TechCrunch · AI66

    Figma announces new features to define how agents work on its platform

    Figma announced Figma Specs, a Markdown-based editor that lets teams define design language and give teams and agents a shared reference for brand rules. At its first Config event in India, Figma also opened code layers to public beta for interactive prototypes and announced support for over 20 new tools through its MCP. It is integrating Payload with Figma Make to generate dynamic websites and manage content directly.

  2. 量子位66

    Qianwen Office Launches E-Commerce Edition With Research, Content, and Operations Tools

    Qianwen Office launched an e-commerce edition with trend and selling-point analysis, bulk promotional content generation, a cross-platform operations dashboard, and ROI optimization. It connects existing business tools through connectors, including MCP connectors, to organize data retrieval and analysis into workflows. Merchant-reported examples include reducing seasonal content preparation from 4 months to about 15 days and opening a 3D-printed shoe store in 7 days instead of 30.

  5. The Verge · AI47

    Square launches a voice-enabled Kiosk for AI-assisted ordering

    Square is launching the Square Kiosk, a touchscreen ordering device that lets customers talk with an AI agent to ask questions and request modifications or substitutions. Square says its “agentic, conversational voice layer” understands a seller’s menu and responds in real time. The 21.5-inch Kiosk is available starting today for $1,999 to businesses with a Square Plus or Premium subscription, plus a $99 monthly software fee per device.

  6. AWS Machine Learning Blog58

    Build self-improving document processing using Amazon Bedrock AgentCore

    AWS explains how to build a document processing system using Amazon Bedrock AgentCore and eight specialized agents that classify documents, extract data, validate results, and save refined extraction instructions for reuse. In its purchase order example, processing takes 3 minutes 49 seconds for an unfamiliar format and 1 minute 30 seconds for a subsequent document using stored instructions. The guide includes deployment steps and explains how to customize schemas, validation logic, and prompts.

10/14Wed
  1. 量子位65

    STEPX launches Neo agent phone with Step AOS 1.0 and Amoo

    STEPX unveiled its STEPX Neo early-access edition on October 13, combining Step AOS 1.0, personal agent Amoo, and phone hardware for 3,999 yuan. The phone pairs local execution with cloud-based task planning, while Step Studio lets developers create apps, agents, and Skills using natural language. Buyers receive 12 months of 10 billion tokens per month; the article lists presales for October 13 at 21:00 and general sales for October 16 at 10:13.

  2. The Verge · AI76

    Shopify opens its catalog up to more AI agents

    Shopify announced Tuesday that shoppers will soon be able to configure any AI agent to browse and purchase from over a billion catalog listings without a partnership integration. Customers connect an agent to their Shop account and check out using Shop Pay within the conversation, with orders routed back to the Shop app. Shoppers can set rules such as budget limits or fast shipping preferences, but must approve each purchase.

    Why it matters: The expansion moves agent shopping beyond individual partnership integrations, while requiring approval for each purchase gives customers a defined point of control over transactions.

  3. AWS Machine Learning Blog62

    Building Agents That Transact With Anchor Browser and AgentCore Payments

    The guide explains how Anchor Browser integrates with Amazon Bedrock AgentCore payments to handle x402-protected pages and APIs within the same browser session. Setting session.x402 to true enables automatic payments subject to configured spending and expiration limits, while wallet credentials remain outside the agent runtime. Existing browser automation code can continue unchanged; rejected payments or unsupported challenges leave the original HTTP 402 response intact.

    Why it matters: The integration illustrates a transferable architecture for paid agent workflows by placing payment signing and budget enforcement outside the agent runtime while preserving browser session context.

  4. Sundar Pichai · X37

    Some great use cases from Googlers building with Gemini 4 Argon 🧵 It has a much stronger grasp of coding and multi-step tool use - starting from a raw Pixel CAD file in Google Antigravity, Argon created this exploded-view animation, lighting, camera choreography, and audio through Blender MCP. It ran 1,000 rounds of iterative loops to check its own renders and refine the code along the way.

    Some great use cases from Googlers building with Gemini 4 Argon 🧵 It has a much stronger grasp of coding and multi-step tool use - starting from a raw Pixel CAD file in Google Antigravity, Argon created this exploded-view animation, lighting, camera choreography, and audio through Blender MCP. It ran 1,000 rounds of iterative loops to check its own renders and refine the code along the way.

  5. TechCrunch · AI64

    Pluto Security raises $42M as AI gives enterprise security teams a new headache

    Pluto Security emerged from stealth with $42 million in funding to develop software that monitors enterprise AI tools, components, apps, and agents. CEO and co-founder Shahar Bahat says about 60% of risks detected across its customers involve tools vibe-coded by non-developers, with finance departments leading. The company says its software can intervene during agent activity to enforce security policies; Bahat reports more than 30 enterprise customers and over $2 million in annual recurring revenue since sales began in April.

10/13Tue
  1. AWS Machine Learning Blog56

    How ShipStation Global built an AI IT help desk on Amazon Bedrock AgentCore

    ShipStation Global built Deckhand, a Slack IT help desk agent on Amazon Bedrock AgentCore, to answer questions, analyze error screenshots, and create or update Jira Service Management tickets. The implementation guide explains its Strands agent, knowledge retrieval, MCP tools, and extraction of resolved Slack threads using DSPy’s Recursive Language Model. In its first three months, 812 of 1,221 agent conversations were handled in chat, while 409 became tickets; positive feedback rose from 82 percent in April to 96 percent in June.

  2. TechCrunch · AI60

    Amex introduces a framework to prevent unauthorized purchases by AI agents

    American Express introduced its Intent Intelligence Framework to capture and authenticate customers’ purchase instructions before AI agents complete transactions. Part of the ACE Developer Toolkit, it records constraints such as merchant and maximum budget, obtains customer approval, and creates an Intent ID and Proof of Intent Token used to obtain a secure digital payment credential. Amex says these records can also support fraud prevention and dispute resolution.

  3. OpenAI Developers · X27

    Annotations paired with WebMCP give your agents more context to act on. Check out how @kagigz uses custom annotation controls and suggested prompts to help users edit scenes and update expenses in ChatGPT’s browser. https://t.co/VeHtq9DZ2S

    Annotations paired with WebMCP give your agents more context to act on. Check out how @kagigz uses custom annotation controls and suggested prompts to help users edit scenes and update expenses in ChatGPT’s browser. https://t.co/VeHtq9DZ2S

  4. GitHub Blog · AI & ML49

    How to Teach GitHub Copilot About Your Codebase

    GitHub’s beginner guide explains four ways to tailor Copilot to a project: custom instructions for repository conventions, agent skills for repeatable procedures, custom agents for broader specialized tasks, and MCP servers for connecting to external tools and data. It recommends starting with a convention you often explain and adding it to `.github/copilot-instructions.md`.

10/12Mon
  2. 宝玉 · X62

    Using REA to Trace How Codex Attaches Browser Annotations

    Baoyu describes using the open-source REA (Reverse Engineer Anything) MCP service to understand how Codex and the ChatGPT app attach browser annotations to the composer, without decompiling Codex itself. After REA traced the Electron app's code path, Codex built a test page that could open a comment box and prefill input via document.oai.annotation.request(), an OpenAI API the author had not known about. Cursor and Claude Code did not support a similar API.

10/11Sun
10/9Fri
  3. TechCrunch · AI78

    Google brings agent capabilities to Gemini, starting with enterprise customers

    At a Google Cloud event, Google announced a unified agent for Gemini that can accept goals rather than just instructions, plan tasks on its own, call custom skills and tools, and connect to internal enterprise systems.

    Why it matters: Google is turning Gemini into a unified agent that can be assigned goals and call tools autonomously, launching first for enterprise customers. Readers can use this to assess how enterprise agents are taking shape.

10/8Thu
  3. TechCrunch · AI50

    Meta's Muse assistant arrives on iPad just one month after its mobile launch

    Meta announced on Wednesday that its Muse assistant now has a dedicated iPad app, only a month after launching on iOS and Android on September 8. Sensor Tower estimates Muse has been installed more than 6.6 million times. The app can connect to users' accounts to handle email, meetings, and bills, and adds connectors for Asana, Canva, GitHub, and Zoom, as well as retail partners such as Best Buy and Walmart.

10/7Wed
  1. AWS Machine Learning Blog36

    How Cornerstone OnDemand cut database diagnosis time by 78% with Amazon Bedrock

    Cornerstone OnDemand built Orion AI, a multi-agent system based on Amazon Bedrock and the open-source agent orchestration framework Strands Agents. It reduced database diagnosis time from 45 minutes to 10 minutes, a 78% reduction. It also compressed manual lifecycle operations from more than 10 steps to one interaction, a 70% reduction, and cut median redundant alerts by 65%. A three-person team delivered it in six months.

  5. TechCrunch · AI71

    The next hurdle for AI agents: getting websites to let them in

    TechCrunch reports that personal AI agents such as Meta's Muse are often blocked by websites when trying to place orders or book tickets for users. Amazon has explicitly blocked Muse from browsing and buying its products, and Walmart, Delta Air Lines, Yelp, and eBay have similar restrictions, partly because traditional anti-bot systems misclassify agents. Meta, Walmart, Stripe, Sierra, and others have begun developing an open standard for agent-to-agent communication in e-commerce to distinguish helpful bots acting for users from malicious ones.

  6. AWS Machine Learning Blog60

    How to build a context-aware AI assistant on AgentCore and OpenClaw

    An AWS blog post explains how to run the open-source agent system OpenClaw on the Amazon Bedrock AgentCore runtime to build Sprout, a personal assistant with long-term memory.

    Why it matters: The source provides reusable methods for container wrapping, namespaces, and prompt-cache ordering, helping readers build an agent with long-term memory.

10/6Tue