#MCP and tool use

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Nov 14

Saturday

03:30
Anthropic's Claude for Manufacturing plugs AI directly into factory software to automate industrial workflows
Anthropic's new Claude for Manufacturing plugin connects the AI directly to Autodesk Fusion, Oracle NetSuite, and Infor. Its 17 specialized skills let the AI draft quotes, compare suppliers, and place backup orders when deliveries are delayed, all after human approval. The plugin doesn't control physical machines yet, but Anthropic is separately developing the Model Hardware Standard for that.
The DecoderProducts #Product updates #Agents #MCP and tool useScore58

Nov 13

Friday

07:30
Build once, run on any agent: A practical guide to agent skills
Agent skills capture repeatable engineering work in files teams can review and reuse, while tools, project context, and permissions remain specific to the host that runs them.
GitHub Blog · AI & MLHow-to #How-to #Agents #MCP and tool useScore58
03:30
Building a self-service LLM gateway with Amazon Bedrock and LiteLLM
Build a self-service LLM gateway with LiteLLM on AWS Fargate that puts Amazon Bedrock foundation models behind an OpenAI-compatible API. Developers get instant access through a single API key, while platform teams gain per-user cost controls, quota isolation, and observability.
AWS Machine Learning BlogHow-to #How-to #Deployment #MCP and tool useScore34
03:30
Nectar launches an AI agent to automate creator discovery and outreach for brands
Nectar's new AI agent automates influencer marketing, helping brands discover creators, manage outreach and partnerships, and track campaign results.
TechCrunch · AIProducts #Product updates #Agents #MCP and tool useScore42
00:30
Fine-grained access control for Amazon Bedrock Managed Knowledge Base tools
Learn how to expose an Amazon Bedrock Managed Knowledge Base to AI agents as MCP tools through Amazon Bedrock AgentCore Gateway while keeping per-user access control. A request interceptor injects verified identity, Policy in AgentCore validates it independently, and a resource-based policy restricts direct access to the knowledge base.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore50
00:30
Build composable, interoperable multi-agent systems with A2A on AWS
Build a composable, interoperable multi-agent system on AWS with the Agent-to-Agent (A2A) protocol. A LangChain orchestrator on Amazon ECS communicates with a Strands agent on Amazon Bedrock AgentCore across organizational boundaries, using bidirectional, OAuth-authenticated calls, with neither side depending on the other's framework or SDK.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore34
00:30
Migrate to Amazon Bedrock Managed Knowledge Base with your coding agent
The migration guide in the amazon-bedrock skill helps you migrate a customer-managed Amazon Bedrock knowledge base to a Managed Knowledge Base. Your coding agent plans the move with read-only discovery, creates the new knowledge base or an infrastructure-as-code template alongside the original, and validates retrieval before you cut over.
AWS Machine Learning BlogProducts #Product updates #RAG #AgentsScore34

Nov 12

Thursday

10:30
Build autonomous AI agents with Amazon Bedrock and Spring AI
Learn how Java developers can build production-ready autonomous AI agents using Amazon Bedrock and Spring AI. This post walks through tool calling, conversation memory, resilience patterns, and multi-agent orchestration, then deploys the agent to AWS with Amazon Bedrock AgentCore.
AWS Machine Learning BlogHow-to #How-to #Agents #DeploymentScore36
07:30
Introducing the Web Search API on Amazon Bedrock AgentCore
Today we're announcing the Web Search API on Amazon Bedrock AgentCore: your own code can search the web with a single signed API call, with no gateway and no resources to create. Call it from the AWS SDKs or the AWS CLI and use it in applications, agent loops, and data pipelines.
AWS Machine Learning BlogProducts #Product updates #Agents #MCP and tool useScore42
06:00
Automating AWS Agent Registry updates with push-based architecture
This post shows how to keep the AWS Agent Registry current automatically. Using AWS CloudTrail, Amazon EventBridge, AWS Lambda, and AgentCore Identity, an event-driven pipeline detects MCP server changes and pushes updated tool metadata to the registry with no stored secrets, across single- and multi-account environments.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore30
00:30
Accelerating product development with AI-driven lifecycle management (AI-PDLC) in AWS Quick
Learn how to build an AI-driven product development lifecycle (AI-PDLC) with a suite of six AWS Quick agents that take you from scattered customer signals to a validated prototype across Discover, Decide, Design, and Prototype, with human approval at every gate and a specification ready to hand to coding agents like Kiro.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore36

Nov 11

Wednesday

10:30
Build a daily dependency watcher with LangGraph and Amazon Bedrock AgentCore web search
The Web Search API in Amazon Bedrock AgentCore gives agents current, cited web results signed with the AWS credentials they already use. In this post, build a daily dependency watcher as a LangGraph graph that researches package ecosystems in parallel, keeps its rules in code, and checks every finding against its cited sources.
AWS Machine Learning BlogHow-to #How-to #Agents #SearchScore38
06:00
Anthropic turns Claude into a full workspace with Plugins, spreadsheets, whiteboards, and soon Meeting notes
Anthropic is expanding Claude with Sheets, Whiteboards, and Interactive Connectors, letting partners like Adobe and Atlassian embed their apps directly inside Claude. Anthropic says Claude Meetings, which can join calls and take notes, is coming soon. Step by step, Anthropic is turning Claude into a central work platform for teams that brings many other apps together in one place.
The DecoderProducts #Product updates #Agents #MCP and tool useScore68
06:00
Designing for Agents — Zeno Rocha, Resend
Where does answer engine optimization (AEO) end and agent experience begin? Inside Resend, from the docs that help Claude Code pick an email API to the tools it uses to send.
Latent SpaceOpinion #Expert views #Agents #MCP and tool useScore42
03:30
Autonomous treasury agents: How Trovata built an AI-native solution on Amazon Bedrock and AgentCore
Learn how Trovata built autonomous treasury agents on Amazon Bedrock and Amazon Bedrock AgentCore, using an RBAC-secured architecture for bank-branded AI deployment and agentic workflows that move corporate treasury from manual operations to real-time decision-making at enterprise scale.
AWS Machine Learning BlogProducts #Product updates #Agents #DeploymentScore35
03:30
Anthropic has its own AI-powered office suite now
For years, Anthropic has been known for its focus on enterprise and coding tools that attract high-flying corporate clients, inspiring competing frontier labs - like OpenAI, SpaceXSI, and Meta - to copy its strategies. Earlier this year, Claude Code went through its own particular hype cycle.
The Verge · AIProducts #Product updates #Agents #MCP and tool useScore68

Nov 10

Tuesday

23:00
Adobe is going all in on agentic AI
Adobe is committing itself to the notion that chatbots and AI agents could be your next design assistant, or even automate creative workflows and repetitive tasks on your behalf.
The Verge · AIProducts #Product updates #Agents #MCP and tool useScore58
23:00
Adobe brings AI agents and new creative tools to Photoshop, Premiere, and Firefly
Adobe is taking on Figma with a new prototype builder tool in Firefly.
TechCrunch · AIProducts #Product updates #Agents #MCP and tool useScore60
10:30
How skills and agents work in AWS Quick
Repeatable tasks like status updates, release notes, and ticket creation can be encoded in AWS Quick through agents and skills. This post covers how agents, skills, and your data fit together in AWS Quick, how to build and share skills for your team, and how the official catalog and custom agents help you use them.
AWS Machine Learning BlogProducts #Product updates #Agents #MCP and tool useScore38
03:30
Pluggable Agentic AI Framework: A seven-layer composable enterprise agentic AI reference architecture on Amazon Bedrock AgentCore
A seven-layer composable reference architecture for taking enterprise agentic AI from prototype to production on Amazon Bedrock AgentCore. Each layer has a stable contract, so you can swap technologies at any layer without redesigning the rest of the stack.
AWS Machine Learning BlogHow-to #How-to #Agents #DeploymentScore42
00:30
Medium’s new TK app brings AI assistance directly into the writing process
Medium's new writing app embraces AI-assisted writing, despite growing controversy over the technology's role in publishing.
TechCrunch · AIProducts #Product updates #Agents #MCP and tool useScore55

Nov 7

Saturday

03:30
Extend Claude Code to remote sessions on Amazon Bedrock AgentCore with security controls
Run Claude Code as a remote agent on Amazon Bedrock AgentCore. Each coding task runs in its own isolated session in your AWS account, every model call goes through Amazon Bedrock, and the result comes back as a GitHub pull request you review and merge.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore36
03:30
How Greenlight Financial built an autonomous SOC solution on Amazon Bedrock AgentCore
Greenlight Financial resolves more than 90% of up to 4,000 monthly security and risk cases without human intervention using Luna, a tiered multi-agent system on Amazon Bedrock AgentCore. This post covers the architecture, episodic memory for continuous learning, and the expansion from SOC operations into financial risk triage.
AWS Machine Learning BlogProducts #Product updates #Agents #DeploymentScore40
03:30
Govern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 1
An AI agent that acts for a user raises an identity question that per-app OAuth and service accounts leave open: which agent may act for which user, and how you stop it.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore40
03:30
Govern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 2
In Part 1 you built one governed agent. Part 2 scales the pattern to an enterprise: Amazon Bedrock AgentCore Gateway becomes the single front door and redeems Okta's grant, Cedar policies bind each tool to the agent, a second agent runs on Amazon EKS, and AgentCore Observability traces every allow and deny beside Okta's log in Amazon CloudWatch.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore34
03:30
Serverless MCP server for AI agent data lake access on Amazon ECS Fargate
Learn how to build a serverless Model Context Protocol (MCP) server on Amazon ECS with AWS Fargate that gives AI agents secure, metadata-driven access to an enterprise data lake. Exposing a new dataset requires only a JSON file, with no per-dataset integration code.
AWS Machine Learning BlogHow-to #How-to #MCP and tool use #AgentsScore38

Nov 6

Friday

23:00
Amazon will let you text Alexa your shopping list
Amazon is adding a new feature to Alexa for Shopping that allows customers to purchase items by texting the AI shopping assistant.
The Verge · AIProducts #Product updates #Agents #MCP and tool useScore42
06:00
Getting started with Web Answer on Amazon Bedrock AgentCore
Web Answer on Amazon Bedrock AgentCore returns a synthesized, source-cited answer to a natural-language question in a single tool call, with no search, retrieve, synthesize, and citation pipeline to build. Learn how it works and how to add it to an AgentCore Gateway and call it from an agent.
AWS Machine Learning BlogProducts #Product updates #Agents #MCP and tool useScore55
00:30
Le Chonk brings the brains. Studio puts it to work.
Build and deploy enterprise agents, workflows and apps faster with Mistral Studio and Le Chonk full control over your models, data and infrastructure.
Mistral AISelectedProducts #Product updates #Agents #MCP and tool useScore70

Nov 5

Thursday

03:30
datasette-apps 0.3a0
Release: datasette-apps 0.3a0 Datasette Apps adds support for hosting and editing custom HTML applications inside of Datasette. These can be created by hand, but it's easier to create them using LLMs via Datasette Agent .
Simon WillisonProducts #Product updates #Agents #MCP and tool useScore22
03:30
datasette-llm 0.1a10
Release: datasette-llm 0.1a10 Fixes a bug that affected my agent.datasette.io demo site, where the set of available LLM models was not correctly restricted to just those in the configuration.
Simon WillisonProducts #Product updates #Open source #MCP and tool useScore15
00:30
How U Mobile built agentic telco operations with Amazon Bedrock AgentCore
U Mobile, Malaysia's newest 5G network provider, built AiDaH, an agentic AI operations platform on Amazon Bedrock AgentCore that moves beyond AI assistance to autonomous action across telco operations. Nine months after production launch, AiDaH handles over 150 operational scenarios across six divisions, cutting trouble tickets by up to 84.5%.
AWS Machine Learning BlogProducts #Product updates #Agents #DeploymentScore40

Nov 4

Wednesday

03:30
Build a semantic layer for agentic AI with EDB Postgres AI and Amazon Bedrock AgentCore
Learn how to build a governed semantic layer for agentic AI inside EDB Postgres AI and query it from a Strands Agents agent on Amazon Bedrock AgentCore. Business meaning, join paths, and access control all live in Postgres, with GRANT and row-level security enforcing what each agent can read.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore28
03:30
How Gen Digital built Norton Revamp’s AI-curated News Engine with Amazon Bedrock AgentCore Web Search
Gen Digital built Norton Revamp, a generative AI-powered professional reputation management platform, with an AI-curated News Engine grounded by Web Search on Amazon Bedrock AgentCore. See how the Gen team delivers real-time, cited content suggestions, goal setting, and news feeds with zero data egress and Norton-grade privacy.
AWS Machine Learning BlogProducts #Product updates #Agents #MCP and tool useScore22
03:30
ServiceNow on-behalf-of token exchange with Bedrock AgentCore Gateway
Learn how to configure Amazon Bedrock AgentCore Gateway for an on-behalf-of (OBO) token exchange with Microsoft Entra ID, so an AI agent can call the ServiceNow REST API while preserving the calling user's identity. AgentCore Gateway performs the exchange natively, with no interceptor Lambda or custom code.
AWS Machine Learning BlogHow-to #How-to #Agents #MCP and tool useScore36
00:30
Same Model, Different Harness: CUGA, Hermes, and Deep Agents — When to Pick CUGA?
An IBM team compared CUGA, Hermes and Deep Agents on 90 AppWorld tasks using the same open-weight model, GLM-5.3-flash. Task pass rates were 81.1%, 46.7% and 30.0%, and full-scenario pass rates were 66.7%, 26.7% and 6.7%.
Hugging Face BlogSelectedHow-to #Benchmarks #Agents #MCP and tool useScore60

Nov 3

Tuesday

03:30
Agentic engineering intelligence with Amazon Nova Multimodal Embeddings and Amazon Bedrock AgentCore
Learn how to build a multi-agent engineering assistant that compresses aerospace component substitution evaluation from days to minutes, using Amazon Nova Multimodal Embeddings, Amazon Bedrock AgentCore, and the Strands Agents SDK to assemble substitution evidence while keeping the engineer as the decision-maker.
AWS Machine Learning BlogHow-to #How-to #Agents #MultimodalScore38
03:30
Build efficient agents with knowledge distillation on Amazon SageMaker AI
Agentic assistants built on frontier models run a multi-step tool loop, and paying frontier prices on every step is hard to sustain at production scale. This post shows how to use sequence-level knowledge distillation (SeqKD) to transfer a frontier teacher's agentic behavior into a small, lower-cost student on Amazon SageMaker AI.
AWS Machine Learning BlogHow-to #How-to #Agents #Data and trainingScore36

Nov 1

Sunday

09:30
datasette-llm 0.1a9
Release: datasette-llm 0.1a9 I have some big upgrades to Datasette Agent in the pipeline, but in the meantime here's a tiny user experience improvement to the underlying datasette-llm plugin.
Simon WillisonProducts #Product updates #Agents #MCP and tool useScore15
02:30
I built an AI Tamagotchi before Meta could
Mark Zuckerberg's Meta made AI look so stinking cute by giving it a squishy little face - and this holiday season, he wants to sell you a Muse Charm so you can carry your jolly AI helper around like a Tamagotchi. But I won't be buying one, because we have Muse Charm at home.
The Verge · AIProducts #Product updates #Agents #MCP and tool useScore38