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Automation has evolved beyond simple scripts. Learn how to distinguish between traditional automation, AI automation, and AI agents — and how to pick the right approach for your business.
Nick Chase
November 3, 2025

AI Agents Aren't Just Better Automation

The automation landscape is noisy, with every vendor promising “AI automation.” This article cuts through the hype to define the three distinct paradigms — traditional automation, AI automation, and AI agents — and explains when each delivers the best results.

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Generative Assisted Retrieval (GAR) replaces static dashboards with conversational, data-backed insights. Discover how GAR combines AI transparency, knowledge modeling, and traceable analytics to revolutionize enterprise decision-making.
Nick Chase
October 30, 2025

How GAR Can Revolutionize Enterprise Analytics

GAR transforms enterprise analytics by merging AI reasoning with data verification. Built on a structured knowledge model, it delivers transparent, traceable, and conversational answers that empower faster, more confident business decisions.

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Explore why Text-to-SQL alone falls short for complex data management and discover how knowledge graphs enhance data organization, integration, and query precision.
Nick Chase
September 20, 2024

Why Text-to-SQL Isn’t Enough: The Case for Knowledge Graphs in Data Management

In the world of enterprise data management, text-to-SQL technology, while helpful, is it simply not enough for today’s complex data environments?

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Learn from the recent major outage affecting IT and Security teams worldwide. Discover essential steps for rigorous system assessments, risk management, and business continuity planning to enhance your organization's security posture.
Valery Levchenko
July 19, 2024

CrowdStroke: A Wake-Up Call for IT Security

Learn from the recent major outage affecting IT and Security teams worldwide. Discover essential steps for rigorous system assessments, risk management, and business continuity planning to enhance your organization's security posture.

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Discover the hidden risks of openwashing in generative AI tools like ChatGPT and Dall-E. Learn about the Linux Foundation's new Model Openness Framework and Tool, designed to ensure transparency and protect your business and customers.
Nick Chase
June 23, 2024

Why you need to worry about openwashing

Uncover the risks of openwashing in AI tools like ChatGPT. Learn about the Linux Foundation's new tools for ensuring model transparency and protecting your interests.

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CGDevX has always been about making things easier and more reliable for developers, and today we're announcing the release of the CGDevX Cloud Application Starter Kit (CNASK).
Nick Chase
May 23, 2024

Announcing the CGDevX Cloud Native Application Starter Kit

CGDevX has always been about making things easier and more reliable for developers, and today we're announcing the release of the CGDevX Cloud Application Starter Kit (CNASK).

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OpenAI, Google, and Meta streaking towards multimodal AI, enabling more human-like interactions and revolutionizing various applications.
Nick Chase
May 23, 2024

The Rise of Multimodal AI: OpenAI, Google, Meta blaze a trail to more human interactions

OpenAI, Google, and Meta streaking towards multimodal AI, enabling more human-like interactions and revolutionizing various applications.

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Explore the cost implications of running your own AI compute resources versus using hosted models like OpenAI. Dive into AWS pricing for GPU instances and discover potential savings.
Nick Chase
March 20, 2024

How to cut the cost of GPU instances for AI

Delve into the cost analysis of running AI compute resources independently versus utilizing hosted models. Learn about AWS pricing for GPU instances and consider factors like workload scheduling and hardware options.

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Discover how to use Code Llama directly in your IDE for streamlined coding. Learn to set up Code Llama locally or connect to cloud computing power with IDE extensions. Elevate your coding experience with Meta's powerful AI model.
Dmitriy Zhavoronkov
March 20, 2024

Code Llama: Empowering Developers with the Power of AI — Part 2 (Using Code Llama directly and with an IDE)

Learn to harness the full potential of Meta's Code Llama in your coding workflow. Explore step-by-step instructions for using Code Llama directly within your favorite IDE and discover the benefits of local and cloud-based setups. Level up your coding game with Code Llama today!

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How CGDevX, the open-source tool for platform engineering source tool for platform engineering, paves a gonden path forward from DevOPs with its latest update, integrating workload management to streamline software delivery and aplication modernization. I
CloudGeometry Team
March 18, 2024

CloudGeometry Streamlines Software Delivery for DevOps with Workload Management Integration in Open-Source Platform Engineering Tool, CGDevX

How CGDevX, the open-source tool for platform engineering reference implementation from CloudGeometry, paves a golden path forward from DevOPs with its latest update, integrating workload management to streamline software delivery and application modernization. Its a modular, GitOps-driven approach enables enhanced operational efficiency and reliability.

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Discover how Meta's Code Llama revolutionizes coding workflows. Learn its capabilities, target audience, and technical prowess in this guide.
Dmitriy Zhavoronkov
March 13, 2024

Code Llama: Empowering Developers with the Power of AI — Part 1 (Intro)

Explore how Meta's Code Llama AI tool enhances coding workflows, from code generation to bug identification. Learn how it benefits developers of all levels and its technical superiority over other models...

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Discover use cases for navigating cloud application modernization, and addressing business, technical, and organizational challenges with expert integration solutions.
CloudGeometry Team
February 22, 2024

Cloud Application Modernization: Use cases for Navigating Beyond the Migration Horizon

ON-DEMAND WEBINAR: Neither software updates nor migration alone are enough for cloud success. CloudGeometry experts Nick Chase and David Fishman present why it's never too late, nor too soon, to make sense of strategic technology choices – across the challenges and opportunities of modernizing your application, your platform, and your Cloud portfolios.

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Explore Hugging Face JS—a game-changer with 100,000+ pre-trained AI models for seamless integration into your JavaScript projects.
Dmitriy Zhavoronkov
January 24, 2024

What is Hugging Face, and how do I use Huggingface.js?

Explore Hugging Face JS, a game-changer for JavaScript developers. Tap into a vast array of pre-trained AI models effortlessly. Elevate your projects with Hugging Face's efficient and...

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Discover key MLOps strategies with Nick Chase’s talk on MLflow and Kubeflow. Ideal for full-stack developers, learn to manage and track ML experiments effectively. Watch now for expert insights into advanced machine-learning operations.
Nick Chase
December 18, 2023

Hands on: End-to-End MLOps with MLflow and Kubeflow

ICYMI: Nick Chase's tech talk on 'End-to-End MLOps with MLflow and Kubeflow' from the AI.Dev Summit presented by the Linux Foundation.

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Get your data, applications, and infrastructure ready for the AI revolution

Get your data, applications, and infrastructure ready for the AI revolution

Take your DevOps practices to the next level with Cloud Native & Platform Engineering

Take your DevOps practices to the next level with Cloud Native & Platform Engineering
CloudGeometry Education

AI Crash Course

Join our free 1-hour Technical online crash course and discover how AI Agents can streamline operations, eliminate bottlenecks & enhance decision-making.
Why Take This Course?
AI Agents are transforming industries, and understanding them is key to staying ahead. This course equips you with technical insights to integrate AI into your business strategy.
What You’ll Learn
Foundational AI Knowledge — Acquire a comprehensive understanding of artificial intelligence concepts as they relate to agents, tailored for decision-makers without a technical background.
Real-World Tools— Learn how to use tools such as Python, Langchain, AutoGen, or Crew.ai to gain foundational skills in designing your AI Agents
Practical Insights — Engage with interactive learning modules, real-world case studies, and expert guidance to apply AI concepts directly to your industry, unlocking the potential of AI Agents for your business.

:
"In today's rapidly evolving business landscape, understanding the fundamentals of AI Agents is no longer optional for technology, product and business leaders."

Accelerate your business with a tailored AI crash course designed specifically for your organization!