SIGNAL
Tracking the global AI frontier — labs · research · agents · policy
Frontier Signal

Agents

The agentic stack, tracked daily: MCP and A2A protocols, LangChain/LangGraph, Claude Code, OpenAI Agents SDK, agent frameworks, benchmarks and orchestration patterns.

The agentic stack, tracked daily: MCP and A2A protocols, LangChain/LangGraph, Claude Code, OpenAI Agents SDK, agent frameworks, benchmarks and orchestration patterns.

Latest in Agents

30 stories
OpenAI buys Ona to push Codex toward long-running, autonomous coding tasks
Briefing

OpenAI buys Ona to push Codex toward long-running, autonomous coding tasks

OpenAI is acquiring Ona, previously known as Gitpod, a startup founded in Kiel, Germany in 2020 that specializes in AI agents and secure cloud development envir…

First Lady Melania Trump Launches Fostering the Future Accounts America’s First Savings & Investment Vehicle for Foster Youth
Policy

First Lady Melania Trump Launches Fostering the Future Accounts America’s First Savings & Investment Vehicle for Foster Youth

First Lady Melania Trump launched her Fostering the Future Accounts, a new financial resource established to empower foster youth to be fiscally autonomous upon…

Real AI Agents and Real Work
Practice

Real AI Agents and Real Work

The race between human-centered work and infinite PowerPoints…

Three Years from GPT-3 to Gemini 3
Practice

Three Years from GPT-3 to Gemini 3

From chatbots to agents…

Claude Code and What Comes Next
Practice

Claude Code and What Comes Next

With the right tools, AI can accomplish impressive things…

Management as AI superpower
Practice

Management as AI superpower

Thriving in a world of agents…

A Guide to Which AI to Use in the Agentic Era
Practice

A Guide to Which AI to Use in the Agentic Era

It's not just chatbots anymore…

Congratulations to Astrix Security on Their Anticipated Acquisition by Cisco
Practice

Congratulations to Astrix Security on Their Anticipated Acquisition by Cisco

This morning, Cisco announced its intent to acquire Astrix Security, the AI agentic security platform. From our first meeting with founders Alon Jackson and Ida…

LLM-Enhanced Messaging: The Rise of Agentic Inboxes
Practice

LLM-Enhanced Messaging: The Rise of Agentic Inboxes

Electronic messaging is the “API” between humans. The same way computers invoke APIs to get a server to take action, we humans send each other e-instructions. R…

The Blueprint: How Movix fills a gap in dental skills with specialized agentic AI
Practice

The Blueprint: How Movix fills a gap in dental skills with specialized agentic AI

Welcome to The Blueprint, a regular feature where we highlight how Google Cloud customers are tackling unique and common challenges across industries using the …

Rewiring software delivery for the agentic era
Practice

Rewiring software delivery for the agentic era

The way agentic AI is being used in software development is a harbinger for broader changes in the delivery model.…

When AI meets desire: Innovating human-centered luxury experiences in the agentic age
Practice

When AI meets desire: Innovating human-centered luxury experiences in the agentic age

With luxury consumers rapidly embracing AI, the strategic question for merchants is no longer whether agents will mediate the journey, but who controls how bran…

AI in SRE: Where and how Google is deploying agentic AI to improve operations
Practice

AI in SRE: Where and how Google is deploying agentic AI to improve operations

Since its inception over 20 years ago, Google has used Site Reliability Engineering (SRE) to keep services like Search, Gmail, Maps, YouTube and Google Cloud re…

Nano Banana 2 and Nano Banana Pro are generally available, and already powering creative workflows
Practice

Nano Banana 2 and Nano Banana Pro are generally available, and already powering creative workflows

Organizations are unlocking entirely new ways to use image generation and editing across their industries. To drive next-generation experiences, businesses are …

Evolving Dataflow to process massive datasets for machine learning
Practice

Evolving Dataflow to process massive datasets for machine learning

Google created MapReduce more than 20 years ago to solve the scaling problems in data processing that the then young company was running into. The AI era that w…

Developer's guide to Gemini Enterprise and A2UI integration
Practice

Developer's guide to Gemini Enterprise and A2UI integration

If you've built a chatbot, you know this conversation: User: "Book a table for two tomorrow at 7pm." Agent: "Okay, for what day?" User: "Tomorrow." Agent: "What…

Cool stuff Google Cloud customers built, May edition: Agentic algorithms for supply chains; virtual try-on APIs; robotic camera operators & more
Practice

Cool stuff Google Cloud customers built, May edition: Agentic algorithms for supply chains; virtual try-on APIs; robotic camera operators & more

AI and cloud technology are reshaping every corner of every industry around the world. Without our customers, who are building the future on our platform, there…

The fully-managed Remote MCP Server for AlloyDB is now Generally Available
Practice

The fully-managed Remote MCP Server for AlloyDB is now Generally Available

AI agents possess incredible reasoning capabilities and can perform increasingly complex actions. But the reliability of agentic outcomes depends entirely on th…

Preparing for agentic commerce: REWE’s AI transformation
Practice

Preparing for agentic commerce: REWE’s AI transformation

The German retail and tourism group’s chief digital and technology officer says AI is “the most fundamental change in the way we do business in 50 years.”…

What's new for Managed Service for Apache Spark clusters
Practice

What's new for Managed Service for Apache Spark clusters

At Google Cloud, our goal is to let you run large-scale analytical and data science workloads with maximum efficiency so you can process big data pipelines, mac…

NVIDIA Nemotron 3 Ultra now available on Amazon SageMaker JumpStart
Practice

NVIDIA Nemotron 3 Ultra now available on Amazon SageMaker JumpStart

Deploy NVIDIA Nemotron 3 Ultra on Amazon SageMaker JumpStart. Get 5x faster inference and 30% lower cost for agentic AI workloads with this frontier reasoning m…

Evaluate your Amazon Nova Sonic voice agent at scale, no microphone required
Practice

Evaluate your Amazon Nova Sonic voice agent at scale, no microphone required

In this post, we walk you through the Nova Sonic Test Harness, an open source framework that we built to solve both problems. It serves as a rapid iteration too…

Reinventing autonomous driving in the age of generative AI
Practice

Reinventing autonomous driving in the age of generative AI

As AI-native systems take hold, autonomous driving is becoming a race for compute power, software, data, and semiconductors.…

It’s safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCore
Practice

It’s safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCore

Amazon Bedrock AgentCore Runtime gives each agent session its own isolated microVM with a persistent workspace, secure tool access through Gateway, and built-in…

Detecting and containing AI-powered threats with Google Security Operations agents
Practice

Detecting and containing AI-powered threats with Google Security Operations agents

To defend against the growing range of AI-accelerated threat actors, organizations need to be able to respond faster to outpace the adversary.Recently, we annou…

Europe’s new e‑commerce agenda: How AI is resetting growth and competition
Practice

Europe’s new e‑commerce agenda: How AI is resetting growth and competition

From agentic shopping to retail media and omnichannel intelligence, AI is changing the economics of digital commerce. Here’s how leaders can turn experimentatio…

Build an agentic incident triage assistant with Amazon Quick and New Relic
Practice

Build an agentic incident triage assistant with Amazon Quick and New Relic

This post shows engineering teams how to apply that principle to one of the most time-sensitive workflows in engineering: incident triage. You will build a cust…

Hands-free first notice of loss: Using Strands Agents and Amazon Bedrock AgentCore Browser Tool for intelligent claims intake
Practice

Hands-free first notice of loss: Using Strands Agents and Amazon Bedrock AgentCore Browser Tool for intelligent claims intake

In this post, we demonstrate how a hands-free FNOL intake system combines agents built with the Strands Agents SDK for domain reasoning with Amazon Bedrock Agen…

Claude Fable 5: Available on Google Cloud
Practice

Claude Fable 5: Available on Google Cloud

Claude Fable 5, Anthropic’s latest frontier model, is now generally available on Google Cloud. This launch is the latest proof point of our ongoing commitment t…

Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCore
Practice

Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCore

In this post, you build an AI-powered equipment repair assistant using Amazon Bedrock AgentCore that helps farmers and field technicians diagnose equipment prob…