Practice

Practice

Introducing Gemma 4 models on Amazon Bedrock

Today, we are announcing the availability of the Gemma 4 family on Amazon Bedrock. Built by Google DeepMind and released under the Apache 2.0 license, Gemma 4 i…

2026-06-16

Practice

AI Agent Failure Detection and Root Cause Analysis with Strands Evals

In this post, we walk you through calling the detector functions to diagnose real agent failures. You learn how to interpret their structured output: categorize…

2026-06-15

Practice

Build context-rich research agents with Deep Agents and Bedrock AgentCore

In this post, you'll build a competitive research agent that demonstrates this pattern end to end. This walkthrough targets developers building multi-step AI wo…

2026-06-15

Practice

Cloud CISO Perspectives: The 4 lessons that guided AI Threat Defense

Welcome to the first Cloud CISO Perspectives for June 2026. Today, we introduce Chris Betz as the new CISO of Google Cloud. For his first Cloud CISO Perspective…

2026-06-15

Practice

Phil Ozuah on enhancing ambulatory care and accessibility

The president and CEO of Montefiore Einstein talks about technology in healthcare, opportunities to close gaps in patient access, and his own path to leadership…

2026-06-15

Practice

Collective action, collective success: A CEO’s role in transformations

Successful transformations require everyone in the organization to move in the same direction. That can only happen when CEOs directly address collective-action…

2026-06-15

Practice

The health system CEO imperative: Turning AI’s promise into performance

Health systems aren’t short on AI, they’re short on impact from AI. Capturing real value requires CEO-led transformation and a fundamental rethink of how care a…

2026-06-15

Practice

From silicon to softmax: Inside the Ironwood AI stack

As machine learning models continue to scale, a specialized, co-designed hardware and software stack is no longer optional, it’s critical. Ironwood, our latest …

2026-06-14

Practice

Announcing Ironwood TPUs General Availability and new Axion VMs to power the age of inference

Today’s frontier models, including Google’s Gemini, Veo, Imagen, and Anthropic’s Claude train and serve on Tensor Processing Units (TPUs). For many organization…

2026-06-14

Practice

ADK architecture: When to use sub-agents versus agents as tools

At its simplest, an agent is an application that reasons on how to best achieve a goal based on inputs and tools at its disposal. As you build sophisticated mul…

2026-06-14

Practice

Easy AI workflow automation: Deploy n8n on Cloud Run

n8n is a powerful yet easy-to-use workflow and automation tool for multi-step AI agents, and many teams want a simple, scalable, and cost-effective way to self-…

2026-06-14

Practice

Achieve better AI-powered code reviews using new memory capabilities on Gemini Code Assist

The best feedback during a code review is specific, consistent, and understands the history of a project. However, AI code review agents today are often statele…

2026-06-14

Practice

Running high-scale reinforcement learning (RL) for LLMs on GKE

As Large Language Models (LLMs) evolve, Reinforcement Learning (RL) is becoming the crucial technique for aligning powerful models with human preferences and co…

2026-06-14

Practice

Supporting Viksit Bharat: Announcing our newest AI investments in India

Editor's note: This blog has been translated into Bengali, Hindi, Marathi, Tamil, and Telugu. India’s developer community, vibrant startup ecosystem, and leadin…

2026-06-14

Practice

Introducing Agent Sandbox: Strong guardrails for agentic AI on Kubernetes and GKE

Google and the cloud-native community have consistently strengthened Kubernetes to support modern applications. At KubeCon EU 2025 earlier this year, we announc…

2026-06-14

Practice

How Lightricks trains video diffusion models at scale with JAX on TPU

Training large video diffusion models at scale isn't just computationally expensive — it can become impossible when your framework can't keep pace with your amb…

2026-06-14

Practice

BigQuery under the hood: How Google brought embeddings to analytics

Embeddings are a crucial component at the intersection of data and AI. As data structures, they encode the inherent meaning of the data they represent, and thei…

2026-06-14

Practice

Building Supercharger: How Rocket Close optimized title operations with agentic AI

In this post, we explore how Rocket Close built a solution using Strands Agents, large language models (LLMs), Amazon Bedrock, Amazon Bedrock Knowledge Bases, a…

2026-06-13

Practice

From PDFs to insights: Architecting an intelligent document processing pipeline with AWS generative AI services

This post outlines the development of a cost-effective and scalable intelligent document processing pipeline on AWS, powered by Amazon Bedrock and its features.…

2026-06-12

Practice

Build a meeting prep and follow-up assistant with Amazon Quick and Cisco Webex MCP servers

This post shows how to build a custom meeting prep and follow-up assistant using Amazon Quick and Cisco Webex MCP servers. From a single prompt, the agent finds…

2026-06-12

Practice

Introducing the Open Knowledge Format

As foundation models continue to improve, the lack of relevant context often limits what they can do, especially as they are used to build agentic systems. Whil…

2026-06-12

Practice

Built from the inside out: How AWS Professional Services became a frontier team first

AWS Professional Services (AWS ProServe) compressed engagement timelines from months to days, not by adding artificial intelligence (AI) tools to an existing pr…

2026-06-12

Practice

Using AI Right Now: A Quick Guide

Which AIs to use, and how to use them…

2026-06-12

Practice

Against "Brain Damage"

AI can help, or hurt, our thinking…

2026-06-12

Practice

The Bitter Lesson versus The Garbage Can

Does process matter? We are about to find out.…

2026-06-12

Practice

GPT-5: It Just Does Stuff

Putting the AI in Charge…

2026-06-12

Practice

Mass Intelligence

From GPT-5 to nano banana: everyone is getting access to powerful AI…

2026-06-12

Practice

On Working with Wizards

Verifying magic on the jagged frontier…

2026-06-12

Practice

Real AI Agents and Real Work

The race between human-centered work and infinite PowerPoints…

2026-06-12

Practice

An Opinionated Guide to Using AI Right Now

What AI to use in late 2025…

2026-06-12