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The New Stack | DevOps, Open Source, and Cloud Native News
Text • David Eastman

Hands-On With Antigravity: Google’s Newest AI Coding Experiment

antigravity

When Google launched a new agentic development platform called Antgravity this week, the first question I had was: “What about Jules

The post Hands-On With Antigravity: Google’s Newest AI Coding Experiment appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joab Jackson

Percona Brings Transparent Data Encryption to Postgres

At KubeCon+CloudNativeCon North America last week, premium database service provider demonstrated its new technology for encrypting data at rest on

The post Percona Brings Transparent Data Encryption to Postgres appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Tim Young

Thoughts on the GigaOm Radar for Vector Databases v3

Colorful lights in a data center.

GigaOm has just released its latest Radar for Vector Databases, now in its third edition. The report evaluates 17 leading

The post Thoughts on the GigaOm Radar for Vector Databases v3 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Phil Wilkins

What To Know Before Building Fluent Bit Plugins With Go

Birds taking off from water.

Editor’s note: The following article is an excerpt from the Manning book: “Fluent Bit with Kubernetes,” a practical guide on

The post What To Know Before Building Fluent Bit Plugins With Go appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Idan Yalovich

Is Spec-Driven Development Key for Infrastructure Automation?

Spec-driven development

Since GitHub Universe and the announcement of GitHub Spec Kit, spec-driven development (SDD) has taken the dev world by storm.

The post Is Spec-Driven Development Key for Infrastructure Automation? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Derek Ashmore

When AI Starts Seeing and Hearing, IT Must Start Rethinking

Collage of sound images

In 2026, enterprises will find themselves navigating a seismic shift in AI. Gone are the days when text-only models ruled

The post When AI Starts Seeing and Hearing, IT Must Start Rethinking appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Sudhakar Reddy Narra

Why Load Tests Lie: Harsh Truth About AI Agent Performance

Speeding train with street sign pointing the way to truth.

Picture this: Your team just ran load tests with 10,000 concurrent users hammering your shiny new AI-powered customer service platform.

The post Why Load Tests Lie: Harsh Truth About AI Agent Performance appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Hazel Weakly

Taking Your Observability Strategy to the Next Level

Person on a cliff looking out over clouds below.

Observability strategy is a tricky concept. Everyone wants to talk about it, but nobody can agree on how they’re talking

The post Taking Your Observability Strategy to the Next Level appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joab Jackson

CNCF Retires the Ingress Nginx Controller for Kubernetes

Running the Ingress Nginx controller for your Kubernetes clusters? You have until March to migrate to the Gateway API, or

The post CNCF Retires the Ingress Nginx Controller for Kubernetes appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Janakiram MSV

Tutorial: Implement a Nginx Gateway Fabric as an Alternative to Ingress

The Kubernetes ecosystem is undergoing a fundamental shift in how it manages external traffic. On Nov. 12, 2025, Kubernetes announced

The post Tutorial: Implement a Nginx Gateway Fabric as an Alternative to Ingress appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

GitHub and Microsoft Use AI To Fix Security Debt Crisis

Microsoft and its subsidiary GitHub have launched a native integration between Microsoft Defender for Cloud and GitHub Advanced Security that

The post GitHub and Microsoft Use AI To Fix Security Debt Crisis appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

Microsoft’s Azure HorizonDB Takes on Aurora, AlloyDB

Microsoft announced its Azure HorizonDB for PostgreSQL in preview at the company’s Ignite conference this week. With this new offering,

The post Microsoft’s Azure HorizonDB Takes on Aurora, AlloyDB appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Richard MacManus

Google’s Web AI Playbook: The Paved Road vs. the Open Field

pathed road and open field

At this month’s Web AI summit, the primary focus was client-side AI in the browser — but we also heard

The post Google’s Web AI Playbook: The Paved Road vs. the Open Field appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Frederic Lardinois

Ai2’s Olmo 3 Pushes the Envelope for Open Source LLM Performance

The Allen Institute of AI (Ai2) today launched Olmo 3, the latest in its family of state-of-the-art, open source large

The post Ai2’s Olmo 3 Pushes the Envelope for Open Source LLM Performance appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Cynthia Dunlop

Adam Jacob on Why Scaling Is ‘The Funnest Game’

Adam Jacob

“There’s no funner game than the at-scale technology game. But if you play it, some people will hate you for

The post Adam Jacob on Why Scaling Is ‘The Funnest Game’ appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Vicki Walker

Building a Cloud-to-Edge Architecture Across 40K Global Locations

"Building a Cloud-to-Edge Architecture Across 40K Global Locations" featured image

Edge at any kind of distributed scale requires new management approaches that account for edge idiosyncrasies, like poor connectivity, limited

The post Building a Cloud-to-Edge Architecture Across 40K Global Locations appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • B. Cameron Gain

How Can We Solve Observability’s Data Capture and Spending Problem?

In a conversation at KubeCon + CloudNativeCon North America, IBM’s Jacob Yackenovich emphasized the importance of collecting high-granularity, full-capture data to avoid missing critical performance signals across hybrid application stacks that blend legacy and cloud-native components.

The so-called “DevOps practitioner” can be a developer, an operations team member, a site reliability engineer or a business stakeholder.

The post How Can We Solve Observability’s Data Capture and Spending Problem? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Massimiliano Bianchessi

Composable Platforms: Why You Need One

A railway station platform

The current IT landscape is plagued by stagnation, stemming from both technical and business challenges, making organizations extremely risk-averse. This

The post Composable Platforms: Why You Need One appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Steven J. Vaughan-Nichols

3-Hour Cloudflare Outage Knocks Out AI Chatbots, Shopify

On Nov. 18, 2025, Cloudflare experienced a major outage lasting several hours that disrupted access to numerous popular websites and

The post 3-Hour Cloudflare Outage Knocks Out AI Chatbots, Shopify appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Animesh Koratana

5 Engineering Skills to Prioritize in the AI-Driven Era

Collage about problem solving: image of woman, brain, laptop, phones, squiggles.

The field of software engineering is at a major turning point, the most pivotal point of change since the invention

The post 5 Engineering Skills to Prioritize in the AI-Driven Era appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Alexander T. Williams

The React Component Pyramid Scheme: An Over-Engineering Crisis

pyramids

At some point, we stopped writing React components and started worshiping them. The mantra of “reusability” turned from a best

The post The React Component Pyramid Scheme: An Over-Engineering Crisis appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Steven J. Vaughan-Nichols

Hummingbird: Red Hat’s Answer to Alpine, Ubuntu Chiseled, Wolfi

Linux powerhouse  has unveiled Project Hummingbird, a new initiative designed to accelerate cloud native development by delivering micro-sized container images

The post Hummingbird: Red Hat’s Answer to Alpine, Ubuntu Chiseled, Wolfi appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joel Carusone

Why Rushing AI Adoption Leads to Low-Quality ‘Workslop’

Pigs in mud

New AI solutions continue to emerge, and models are steadily improving. Yet, despite the rapid pace of AI innovation, the

The post Why Rushing AI Adoption Leads to Low-Quality ‘Workslop’ appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Arjun Iyer

It’s Time To Kill Staging: The Case for Testing in Production

People standing in line, representing the bottleneck that staging becomes.

Staging has always been a necessary evil. New approaches to isolation and on-demand sandboxes have finally made it just plain

The post It’s Time To Kill Staging: The Case for Testing in Production appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Frederic Lardinois

OpenAI Says Its New Codex-Max Model Is Better, Faster and Cheaper

Audience watches OpenAI CEO Sam Altman speak at his company's DevDay in 2025. (Credit: The New Stack).

OpenAI today launched GPT-5.1-Codex-Max, a new variant of its GPT-5.1-Codex foundation model that was specifically trained to excel at coding

The post OpenAI Says Its New Codex-Max Model Is Better, Faster and Cheaper appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Michelle Gienow

A 3-Question Framework for Making Ethical Tech Decisions

In this episode of The New Stack Makers, software designer and bioethics fellow Meag Doherty reflects on the ethical tensions that surfaced while launching the NIH All of Us Researcher Workbench.

What happens when 15,000 researchers using Jupyter Notebooks for genomic research hit a wall between open science principles and federal

The post A 3-Question Framework for Making Ethical Tech Decisions appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joab Jackson

How Amazon Prepares for Black Friday

ATLANTA — When running a web-scale operation, reacting to increased demand means you are already behind the curve, advised a

The post How Amazon Prepares for Black Friday appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Pete Johnson

There’s No SKU for AI: A 3-Box Framework to Avoid AI Failures

Man checking the label on a product in a store.

The numbers are sobering. A highly publicized report from MIT shows that 95% of generative AI pilots at companies are

The post There’s No SKU for AI: A 3-Box Framework to Avoid AI Failures appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Mandi Walls

Why Launch-Time Reliability Is Especially Critical 

People launching a hot air balloon.

Ensuring the reliability of a new product or feature at launch is crucial. Wherever it sits in an organization’s offering,

The post Why Launch-Time Reliability Is Especially Critical  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Loraine Lawson

6 Pillars for a Best in Class API Strategy

Greek Pillars symbolizing the Pillars of an API platform

An AI Gateway won’t solve all of a developer’s API problems, Jason Ehmke told audiences at the Kong API Summit

The post 6 Pillars for a Best in Class API Strategy appeared first on The New Stack.