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The New Stack | DevOps, Open Source, and Cloud Native News
• Harini Gopalakrishnan

How Tensors Are Changing Search in Life Sciences

Doctor and digital health care images

In my years working across life sciences, one question comes up again and again: What’s next for AI in our

The post How Tensors Are Changing Search in Life Sciences appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Dieter Randolph

Amplifying the Good and the Bad: 10 More AI Coding Lessons

Illustration of person using an AI assistant.

This is the follow-up to the author’s previous article. Read also: “10 Insights from Integrating AI into My Coding Workflow”

The post Amplifying the Good and the Bad: 10 More AI Coding Lessons appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Debora Cambe

Tackling 5 Critical Cost Drivers With Operational Maturity

Double exposure of city at night and stack of coins/

IT operations teams perform a business-critical role in modern organizations, as they support the digital experiences on which revenue and

The post Tackling 5 Critical Cost Drivers With Operational Maturity appeared first on The New Stack.

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

Nathan Lambert’s ATOM Project Seeks American Open Source AI Models

On the 4th of July, Nathan Lambert launched “The American DeepSeek Project,” a plan to counter the open-weight AI large

The post Nathan Lambert’s ATOM Project Seeks American Open Source AI Models appeared first on The New Stack.

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

Microsoft: AI Agents Are Winning the DevOps Relay Race

For decades, the process of software development has resembled a relay race. Business analysts pass requirements to product managers, who

The post Microsoft: AI Agents Are Winning the DevOps Relay Race appeared first on The New Stack.

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

Outdated Python Versions Cost Companies Millions

If your company is running Python applications on anything older than version 3.13, you’re likely burning money. According to the

The post Outdated Python Versions Cost Companies Millions appeared first on The New Stack.

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

Developer Walk-Through of Auggie CLI, an Agentic Terminal App

command

The last time I profiled Augment Code, back in February, I found it to be one of the better LLM

The post Developer Walk-Through of Auggie CLI, an Agentic Terminal App appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jack Wallen

Gnoppix Makes Using AI on Linux a Snap, With One Caveat

AI. At this point, you can’t escape it because it’s everywhere, and it’s finding its way into applications, third-party services,

The post Gnoppix Makes Using AI on Linux a Snap, With One Caveat appeared first on The New Stack.

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

Latest React Native Version Ships With Android 16 Support

Dev News logo

React Native 0.81 shipped last week with support for Android 16 (API level 36) and experimental support for faster iOS

The post Latest React Native Version Ships With Android 16 Support appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jessica Wachtel

Why Combine Python and Excel?

Vectara is a RAG-as-a-Service and AI agent platform that operates an industry hallucination leaderboard for

Why should you combine Python and Excel? In short, Python removes the limitations set by Excel’s built-in formulas. The same

The post Why Combine Python and Excel? appeared first on The New Stack.

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

MCP Security Risks Multiply With Each New Agent Connection

In The New Stack Agents podcast, Tzvika Shneider, CEO of API security startup Pynt, discussed the growing risks MCP introduces.

Anthropic’s Model Context Protocol (MCP) has established itself as the de facto standard for connecting AI agents to tools, data

The post MCP Security Risks Multiply With Each New Agent Connection appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Leo Vasiliou

SRE Report Retrospectives — Have AIOps Predictions Held Up?

SRE report

Each year, Catchpoint attempts to capture the pulse of the global reliability community in its SRE Report. It surveys hundreds

The post SRE Report Retrospectives — Have AIOps Predictions Held Up? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• James Berthoty

Beyond the Hype: Critical Takeaways From BlackHat and Defcon

Hologram of a brain, hands holding wallet and money floating out.

For security practitioners, BlackHat and Defcon provide the ultimate one-two punch of the industry. At BlackHat, you get to see

The post Beyond the Hype: Critical Takeaways From BlackHat and Defcon appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steve Croce

Open Source AI Is Chaotic, Improve ROI With This 4-Step Playbook

The sheer scale of the open source AI ecosystem is staggering. You’ll find well over 1.5 million models on Hugging

The post Open Source AI Is Chaotic, Improve ROI With This 4-Step Playbook appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Prasenjit A. Sarkar

AI Code Generation: Trust and Verify, Always

Hands on phone going through verification process.

We are at the dawn of a new era in software development. Artificial intelligence is no longer just a tool;

The post AI Code Generation: Trust and Verify, Always appeared first on The New Stack.

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

GPU Orchestration in Kubernetes: Device Plugin or GPU Operator?

The management of GPUs within Kubernetes clusters has become increasingly critical as AI, machine learning (ML), and high-performance computing workloads

The post GPU Orchestration in Kubernetes: Device Plugin or GPU Operator? appeared first on The New Stack.

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

New Tool Ends Java Configuration Nightmare in K8s

Perforce this week launched JRebel Enterprise, a new solution designed to eliminate one of Java development’s most persistent pain points:

The post New Tool Ends Java Configuration Nightmare in K8s appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jack Wallen

How To Integrate a Local LLM Into VS Code

If your IDE of choice is VS Code and you’ve wondered what it would be like to use it with

The post How To Integrate a Local LLM Into VS Code appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Yoav Sadeh

Use This New Context Management Technique To Cope With AI Disappointment

We may never eliminate hallucinations, but we can reduce their risk, establish guardrails, and learn from our experiences as we

The post Use This New Context Management Technique To Cope With AI Disappointment appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Alex Williams

Why Your ‘Data Exhaust’ Is Your Most Valuable Asset

Rahul Auradkar, executive VP and GM at Salesforce leads Salesforce’s Data Cloud and Einstein (Unified Data Services) team.

Rahul Auradkar of grew up in India, loving cricket. He devoured as much data as he could about the game

The post Why Your ‘Data Exhaust’ Is Your Most Valuable Asset appeared first on The New Stack.

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

How To Build Framework-Agnostic UIs With Web Components

components

Web development has always been a balancing act between flexibility and maintainability. Frameworks promise rapid productivity but often come with

The post How To Build Framework-Agnostic UIs With Web Components appeared first on The New Stack.

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

How to Evaluate Logging Frameworks: 10 Questions

View of bridge girders from below at sunset.

Editor’s Note: This article is an excerpt from the Manning book “Logging Best Practices: A Practical Guide to Cloud Native

The post How to Evaluate Logging Frameworks: 10 Questions appeared first on The New Stack.

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

Your Next App: Web-Based App, Native or … Both?

A team plays with design elements of a mobile application.

Software developer Ibrahim Diallo has an idea: Do not download the app, use the website. He posted that comment, along

The post Your Next App: Web-Based App, Native or … Both? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Crystal Morin

Turn Down the CVSS Noise: Use AI and Runtime Context to Silence Vulnerability Alarms

Let’s be honest, it’s time to rethink and reframe the approach to vulnerability management. For over a decade as a

The post Turn Down the CVSS Noise: Use AI and Runtime Context to Silence Vulnerability Alarms appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Matt Sunley

How To Overcome Kafka Sprawl With Event Automation and Management

"How to Overcome Kafka Sprawl With Event Automation and Management" featured image. Abstract image of data points

I often hear companies say they need to act faster — ideally in real time — with limited resources. They

The post How To Overcome Kafka Sprawl With Event Automation and Management appeared first on The New Stack.

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

What the EU’s Cyber Resilience Act Means for Open Source

Enacted in December, the European Union’s Cyber Resilience Act (CRA) introduces a set of mandatory security requirements for all commercial

The post What the EU’s Cyber Resilience Act Means for Open Source appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Shivay Lamba

From Unstructured Data to RAG-Ready With Docling

Man standing in front of a screen filled with images.

Retrieval-augmented generation (RAG) has emerged as a leading method for combating hallucinations and other inaccuracies that affect large language model

The post From Unstructured Data to RAG-Ready With Docling appeared first on The New Stack.

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

Google Says the Median Gemini Prompt Uses 5 Drops of Water

today published a new paper that aims to quantify the environmental impact of its Gemini models. The researchers found that

The post Google Says the Median Gemini Prompt Uses 5 Drops of Water appeared first on The New Stack.

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

What Debugging JavaScript on WebAssembly Looks Like

WebAssembly (Wasm) debugging remains, understandably, a challenge for this relatively new and exciting technology that is still evolving. Originally designed

The post What Debugging JavaScript on WebAssembly Looks Like appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jennifer Riggins

Kubernetes Isn’t Enough for a Production-Ready Platform

"Kubernetes Isn't Enough For a Production-Ready Platform" featured image. Empty cubes

Kubernetes is the cornerstone of cloud native architecture, but this container orchestrator is not the only thing that keeps enterprise

The post Kubernetes Isn’t Enough for a Production-Ready Platform appeared first on The New Stack.