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Knowledge catalogue

Search: “maintenance”

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61+ results
28 May 2026

Go from resource-level to business-level maintenance in Google Cloud

TutorialsDGX agent

Managing planned maintenance is a critical part of running a reliable business. But as your cloud footprint grows into hundreds or even thousands of projects, keeping track of every individual update

Autodesk agrees to buy MaintainX, a company focused on maintenance tools, in an all-cash deal that values MaintainX at $3.6B (Brody Ford/Bloomberg)

IndustryDGX agent

Brody Ford / Bloomberg: Autodesk agrees to buy MaintainX, a company focused on maintenance tools, in an all-cash deal that values MaintainX at 3.6B — Engineering software maker Autodesk Inc. has agree

Autodesk to acquire MaintainX for $3.6 billion in push into operations

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DGX agent

Autodesk Inc. has agreed to buy maintenance and operations software company MaintainX Inc. in an all-cash deal valued at about 3.6 billion, extending the design software maker beyond its core tools in

8 Jun 2026

Transforming solar and wind maintenance reports with Genie and AI agents

IndustryDGX agent

This article explores how Databricks' Genie product and AI agents can automate and improve the processing of maintenance reports for renewable energy installations, specifically solar and wind facilit

28 Jul 2026

UK startup Dwelly, which buys real estate businesses and adds AI to handle maintenance, contracts, and other tasks, raised 95M in equity and 75M in debt (Yazhou Sun/Bloomberg)

IndustryDGX agent

Yazhou Sun / Bloomberg: UK startup Dwelly, which buys real estate businesses and adds AI to handle maintenance, contracts, and other tasks, raised 95M in equity and 75M in debt — British startup Dwell

Scientific Computing in the Age of Agentic AI

AgentsHuman

OpenAI field report: eight life-sciences projects used Codex/Claude Code agents; bottleneck shifts from coding to verification.

4 Jul 2026

AWS says Mechanical Turk will no longer accept new customers and that it is placing the crowdsourcing service in maintenance, signaling its future retirement (Simon Sharwood/The Register)

IndustryDGX agent

Simon Sharwood / The Register: AWS says Mechanical Turk will no longer accept new customers and that it is placing the crowdsourcing service in maintenance, signaling its future retirement — Workers w

4 Aug 2026

How Target is enhancing retail discovery and cutting database maintenance by 50% with Spanner Graph

SafetyDGX agent

In today’s retail environment, shoppers expect highly personalized product discovery experiences and conversational assistance that feels genuine, natural, and genuinely helpful. Today, successful pro

Introducing Database Operations Agents: The future of autonomous database management

Model ReleasesDGX agent

As part of the Agentic Data Cloud launch at Google Cloud Next ‘26, we announced two AI-powered database agents to simplify database management. These include the Database Onboarding Agent for Day 0 op

13 May 2026

AI ambition is crashing into a decade of deferred IT maintenance, says Red Hat CEO

ApplicationsDGX agent

Enterprise AI infrastructure modernization has reached a critical crossroads as organizations grapple with decades of technical debt while facing intense pressure to deploy AI — and returning to IT fu

22 Jul 2026

From maintenance to innovation: Checking in on Checkout.com’s Cloud Composer 3 migration

Model ReleasesDGX agent

Data engineering teams often face a “Day 2” operational reality after building a data platform: the ongoing work of maintaining the orchestrator itself. For the Data Platform team at Checkout.com, man

11 May 2026

Quoting James Shore

AgentsDGX agent

Your AI coding agent, the one you use to write code, needs to reduce your maintenance costs. Not by a little bit, either. You write code twice as quick now? Better hope you’ve halved your maintenance

Meet the latest Database Center, now with Gemini-powered fleet intelligence

Model ReleasesDGX agent

Managing a modern database fleet is both a scale and cognitive problem. As database estates grow, the effort required to monitor, troubleshoot, and optimize them often outpaces teams’ capacity, who fi

18 May 2026

Beyond the Query: 5 Scenarios Laying the Foundation for the Agentic Era

Model ReleasesDGX agent

Accessing enterprise data is shifting from static reports to dynamic use by autonomous systems. To keep up, organizations must route fragmented data from SaaS, IoT, and legacy sources into secure, sca

28 Sept 2026

Storage-optimized Z4D machine family, now GA, is designed for IO-intensive workloads

Model ReleasesDGX agent

Today, we’re excited to announce the general availability of our next-generation Storage-optimized Z4D machine series in Google Compute Engine with both Virtual Machine (VM) and bare-metal instances.

13 Jul 2026

Building the AI-defined vehicle with Android, Google Cloud, and Nexus SDV

Model ReleasesDGX agent

The automotive industry is moving from building hardware-centric platforms toward building their own sophisticated Software-Defined Vehicle (SDV) architectures. For OEMs, a vehicle is no longer just a

17 Apr 2026

The case for fixing everything

ResearchDGX agent

The handsome new book Maintenance: Of Everything, Part One, by the tech industry legend Stewart Brand, promises to be the first in a series offering “a comprehensive overview of the civilizational imp

29 Jun 2026

Turner Industries’ Blueprint for a Secure, Cloud-First Infrastructure

ApplicationsDGX agent

Editor’s note: Today’s post is by Scott Gatreau, Director of Information Security, at Turner Industries, a privately owned industrial contractor that provides construction, maintenance, and fabricatio

17 Sept 2026

How a solo founder runs a five-continent tender platform on AlloyDB and MCP

Model ReleasesDGX agent

Editor's note: Lucius AI, a tender-intelligence startup covering markets across five continents, runs its entire data platform on AlloyDB for PostgreSQL with a single operator. By migrating semantic s

The Next Step for Mission-Critical Workloads: Managed Databases Advanced Edition

ApplicationsDGX agent

As your business scales, your database shifts from a simple storage layer to the critical heart of your application architecture. For years, DigitalOcean has helped thousands of startups and growing b

15 Sept 2026

Best practices for handling cloud reliability incidents

Model ReleasesDGX agent

Cloud outages can range from global service disruptions to issues isolated to a specific region, zone, or even just your project, workload or application. If you suspect a Google Cloud Platform outage

Scaling Telco Autonomy: Leveraging GNNs with Distributed GraphFlow

Model ReleasesDGX agent

The telecommunications industry is currently undergoing a paradigm shift, moving from traditional manual human-driven operations to fully Autonomous Network Operations. Modern networks have grown incr

9 Sept 2026

Enterprise-grade PostgreSQL with AlloyDB Omni RPM Orchestrator is generally available

Model ReleasesDGX agent

We are thrilled to announce the general availability of the AlloyDB Omni Red Hat RPM orchestrator, that brings production-ready security, resiliency, and low-downtime operations to PostgreSQL workload

Wiki Lint Report — 2026-09-09

SynthesesDGX agent

Automated lint: 12 errors, 53990 warnings, 3 info

31 Aug 2026

Debian won’t ban AI code from its Linux distribution

SafetyDGX agent

Debian voted to allow developers to use AI tools in their contributions to the Linux distribution's 'development, maintenance, [and] documentation.' The new policy on AI acknowledges that 'responsible

Cloud CISO Perspectives: Tips on securing the water sector in the AI era

SafetyDGX agent

Welcome to the second Cloud CISO Perspectives for August 2026. Today, Chris Sistrunk and Stephanie Kiel detail the critical issues facing the water sector, and actionable steps that OT operators can t

21 May 2026

IoT gadget maker AcuRite shares reasoning for killing customers’ favorite app

IndustryDGX agent

AcuRite is discontinuing its My AcuRite app, citing obsolete technology and the unsustainability of maintaining two separate apps. The company stated that ongoing maintenance, security updates, and co

The top announcements for startups from Google I/O ‘26

Model ReleasesDGX agent

Many of the world’s fastest-growing AI startups are choosing to build their future — and the world’s — on Google Cloud because of our complete and open AI stack. We embed AI into every layer of our ar

30 Apr 2026

The Turbine That Tried to Tell You It Was Failing

IndustryDGX agent

This article likely discusses predictive maintenance and failure detection in industrial turbines, examining how data analytics and machine learning can identify warning signs before catastrophic fail

14 Apr 2026

Prefix raises $7.5M to scale AI-driven facility management platform

IndustryDGX agent

Facility management startup Prefix Maintenance Inc. today announced that it has raised 7.5 million in new funding to support the development of its artificial intelligence infrastructure, boost sales

8 Oct 2026

Welcome to Gemini at Work 2026: Introducing the Gemini agent

Model ReleasesDGX agent

Editor’s note: This article is adapted from Thomas Kurian’s keynote address at Gemini at Work 2026. It includes a number of announcements: Gemini, a single, universal agent for work that answers your

6 Oct 2026

Managed Apache Iceberg at scale: How Spanner powers Lakehouse runtime catalog

AgentsDGX agent

As customers modernize to lakehouse architectures, they are standardizing on open formats such as Apache Iceberg to create a shared data estate across compatible engines. This enables you to build AI-

AlloyDB: A unified database engine for hybrid search

Model ReleasesDGX agent

For modern AI and RAG applications, achieving high search relevance requires that you combine at least two techniques: vector search for semantic context, and full-text search (FTS) for keyword precis

Announcing MCP Toolbox Java SDK v1.0: Agentic data access for the enterprise

Model ReleasesDGX agent

Co-authors:Stenal Jolly, Strategic Cloud Engineer, GoogleAnubhav Dhawan, Software Engineer, Google Following the landmark announcement of MCP Toolbox v1.0, we're thrilled to announce that the MCP Tool

24 Aug 2026

New AI-powered quick assessments in Migration Center turbocharge modernization

Model ReleasesDGX agent

Technology leaders are under mounting pressure to modernize infrastructure, control multi-cloud operational spend, and build data foundations for generative AI. However, the discovery required for tha

18 Aug 2026

Building operational resilience with agentic AI in financial services

Model ReleasesDGX agent

For financial institutions, operational resilience has long been embedded in regulatory and supervisory expectations — to say nothing of the high expectations of consumers. With the implementation of

3 Aug 2026

Real-world mainframe modernization with AI: A safe, scalable path from mainframe to cloud

Model ReleasesDGX agent

For too long, enterprises with legacy mainframe estates have been faced with a high-stakes dilemma: continue maintaining their mainframes, essentially kicking the modernization can down the road (they

15 Jul 2026

Wiki Lint Report — 2026-07-15

SynthesesDGX agent

Automated lint: 26 errors, 6728 warnings, 3 info

23 Jun 2026

Verifiable, private AI: Google Cloud expands Confidential Computing frontiers

Model ReleasesDGX agent

Protecting sensitive data used with AI is a critical part of our commitment to providing advanced and secure cloud infrastructure. Confidential Computing cryptographically protects data in use in hard

24 Apr 2026

260 things we announced at Google Cloud Next '26 – a recap

Model ReleasesDGX agent

Google Cloud Next ‘26 took place this week in Las Vegas, and the energy was incredible as we welcomed over 32,000 leaders, developers, and partners to explore the Agentic Era with us. Across three key

16 Apr 2026

Defending Your Enterprise When AI Models Can Find Vulnerabilities Faster Than Ever

Model ReleasesDGX agent

Introduction Advances in AI model-powered exploitation have demonstrated that general-purpose AI models can excel at vulnerability discovery, even without being purpose-built for the task. Eventually,

9 Apr 2026

A developer’s guide to architecting reliable GPU infrastructure at scale

Model ReleasesDGX agent

Editor’s note: This blog post outlines Google Cloud’s GPU AI/ML infrastructure reliability strategy, and will be updated with links to new community articles as they appear. As we enter the era of mul

7 Oct 2026

Beyond hours saved: Building the business case for agentic automation

AgentsDGX agent

The RPA-era ROI model misses most of the value agentic automation creates. This post gives AI center of excellence leaders a framework to size the full value of agents across time savings, exception h

Introducing Google Cloud’s U4 compute: Enabling ultra-low latency trading

Model ReleasesDGX agent

In capital markets, operational success is built on predictable performance and low latency, where even tiny variations in packet timing alter queue priority and trade execution. At the same time, bot

30 Sept 2026

Empower your agents with the Google Cloud CLI remote MCP server

Model ReleasesDGX agent

Today, we’re expanding our ecosystem of managed remote MCP servers by introducing the Google Cloud CLI remote MCP server in preview. Powered by the popular gcloud and bq (BigQuery) command-line tools,

Spanner Omni, now GA: A distributed, multi-model database that you can deploy anywhere

Model ReleasesDGX agent

Spanner Omni, the deploy-anywhere version of Spanner, is now generally available, ready to power your most demanding production workloads in your on-premises data center or on other clouds. With Spann

24 Sept 2026

Agent Factory recap: Agent harnesses, shifting left, and autonomous coding

Model ReleasesDGX agent

In this episode of The Agent Factory, we explore the reality of building with autonomous agents alongside Ryan Lopopolo, a software engineer at Google Cloud and the person who coined the term agent ha

23 Sept 2026

Scale your own way, using HPA with built-in support for PromQL metrics queries in GKE

AgentsDGX agent

Earlier this year, we announced native support for Google Kubernetes Engine (GKE) custom metrics. This milestone allowed you to scrap external adapters and instead collect autoscaling metrics directly

21 Sept 2026

Scale your AI workloads faster and more efficiently with GKE Pod snapshots

Model ReleasesDGX agent

When running modern AI workloads, there’s often a conflict between performance and cost. Workloads like large language models (LLMs) load massive files, and may serve thousands of AI agents that need

20 Sept 2026

Wiki Lint Report — 2026-09-20

SynthesesDGX agent

Automated lint: 14 errors, 54840 warnings, 3 info

16 Sept 2026

For SeaVerse, GKE Agent Sandbox reduces infrastructure costs by 60%

Model ReleasesDGX agent

Editor’s note: Today we hear from SeaVerse, a gaming startup from SeaArt that is building a platform for playable AI experiences, where users can open lightweight games, character chats, and interacti

13 Sept 2026

Wiki Lint Report — 2026-09-13

SynthesesDGX agent

Automated lint: 12 errors, 54839 warnings, 3 info

19 Aug 2026

Serverless Apache Spark on Google Cloud: Architecture Choices & AI Troubleshooting

Model ReleasesDGX agent

In modern enterprise data engineering, Apache Spark remains a cornerstone framework for processing massive datasets at scale. However, managing infrastructure such as provisioning clusters, tuning YAR

10 Aug 2026

How WPP operationalizes platform and data engineering for AI marketing

SafetyDGX agent

Between chaotic levels of market fragmentation and economic volatility, marketing and communications agencies can no longer rely on the human intuition they’ve traditionally used to win clients and op

7 Aug 2026

Zero-code, low-cost data ingestion: New BigQuery DTS capabilities

AgentsDGX agent

In a fast-paced digital economy, data is your most critical engine. Yet, many enterprises find themselves trapped in a costly paradox, spending over 100 hours a week building and fixing fragile, in-ho

20 Jul 2026

Reverse-engineering is cheap now

ToolsDGX agent

I keep hearing anecdotes from people who used coding agents to reverse-engineer and automate devices in their homes. I think this is an interesting illustration of the impact of the reduced cost of wr

19 Jul 2026

Wiki Lint Report — 2026-07-19

SynthesesDGX agent

Automated lint: 20 errors, 8743 warnings, 3 info

7 Jul 2026

Drive proactive security, prioritize risks with Google Threat Intelligence and Wiz ASM

AgentsDGX agent

Being more proactive continues to be a leading goal for security organizations. As AI accelerates the pace of vulnerability discovery and exploitation, organizations will rely on the personalization o

6 Jul 2026

Automatic Upgrades: best practice features for your lakehouse tables

IndustryDGX agent

This Databricks resource covers best practices for implementing automatic upgrades on lakehouse tables, likely discussing how to leverage automated features to optimize table performance, maintain dat

1 Jul 2026

Beyond Static Prompts: Building Scale-Proof, Polymorphic Multi-Agent Systems with Google's ADK

Model ReleasesDGX agent

As enterprise generative AI transitions from simple, conversational chatbots to autonomous multi-agent workflows, developers face a critical bottleneck: scale. In a production environment, an enterpri

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