RAG vs Fine-Tuning: Which Should You Use for Your AI App?
Explore whether to use Retrieval-Augmented Generation (RAG) or fine-tuning for your AI app. Dive into in-depth explanations, code examples,...
Using Function Calling to Build AI Agents with OpenAI and Claude
Discover how to build intelligent AI agents using OpenAI and Claude with function calling, enabling dynamic and autonomous operational...
A Beginner’s Guide to Kubernetes Operators and How They Work
Dive into the world of Kubernetes Operators, the automation tools that revolutionize cloud-native application management. Learn how they work...
Setting Up GitOps with ArgoCD and Kubernetes: A Comprehensive Tutorial
Explore the full potential of GitOps by integrating ArgoCD with Kubernetes. Discover step-by-step guidance, configurations, and real-world insights.
What Is the Best WhatsApp Business API for Education? 4 Options Compared (2026)
TLDR: The best WhatsApp Business API for a school, university, or training provider depends on who will build and...
Understanding Retrieval-Augmented Generation (RAG) in AI: A Deep Dive
Explore the capabilities of Retrieval-Augmented Generation (RAG) in AI and its operational foundation, combining retrieval systems and generative models...How to Build a Full-Stack App with Claude Code: A Step-by-Step Tutorial
Discover how Claude Code simplifies full-stack app development by managing your frontend and backend seamlessly. Learn to build, Dockerize,...
What Is AI Security in Network and Endpoint Defense
AI slid into just about every layer of enterprise IT, largely unnoticed, from the productivity tools employees use day-to-day...All Stories
Kubernetes Pod Optimization: Advanced Best Practices and Performance Tuning for Production Workloads
Learn how to optimize Kubernetes pods for maximum performance, security, and reliability in production environments with detailed code examples and proven...
Perplexity AI: The Complete Guide to the Revolutionary Search Engine Transforming How We Find Information
Discover Perplexity AI, the $18 billion AI-powered search engine that's revolutionizing online search. Learn features, pricing, comparisons with Google and ChatGPT,...
MCP Server Tutorial: Build with TypeScript from Scratch
MCP Server Tutorial: Build with TypeScript from Scratch Building a Model Context Protocol (MCP) server with TypeScript has become increasingly important...
Best Ollama Models for Developers: Complete 2025 Guide with Code Examples
Running large language models locally has become essential for developers who need privacy, cost control, and offline capabilities. Ollama has emerged...
Metadata Matters: How Container Logs and Personal Data Cross Paths in Cloud Environments
When you spin up containers in the cloud, the last thing you’re probably thinking about is privacy. Not user privacy in...
Getting Started with Claude AI Coding Assistant
Getting Started with Claude AI Coding Assistant Imagine having an AI pair programmer that understands your entire codebase, can edit files...
Hugging Face Small Language Model: A Complete Guide
Exploring the Hugging Face Small Language Model When most people think about powerful AI models, they picture massive neural networks with...
Use Log Analytics to Gain Application Performance, Security, and Business Insights
In the digital age, data is the new gold. But raw data alone is not enough—what matters is how we interpret...
What is Docker Offload and What Problem It Solves
Ever tried running a GPU-intensive workload on your laptop and watched it struggle like it’s trying to run a marathon in...
DeepSeek R1 Technical Guide: Advanced Reasoning AI Architecture
Master DeepSeek R1's advanced reasoning architecture. Complete technical guide with MoE implementation, GRPO algorithms, and production deployment code examples.
Ollama AI Models: Run Them Locally in 2025
Exploring Ollama AI Models for Local Use in 2025 Are you tired of relying on cloud-based AI services that drain your...
DeepSeek R1 with Ollama: Complete Guide to Running AI Locally in 2025
Want to run powerful AI models locally without cloud dependencies? DeepSeek R1 with Ollama offers a game-changing solution that rivals OpenAI’s ChatGPT...
Agentic AI on Kubernetes: Advanced Orchestration, Deployment, and Scaling Strategies for Autonomous AI Systems
Agentic AI represents the next evolution in artificial intelligence, where autonomous agents can reason, plan, and execute complex tasks independently. Deploying...
Google Gemma AI Models: A Comprehensive Technical Analysis and Implementation Guide for Developers
Google’s Gemma AI models represent a significant breakthrough in open-source large language model development, offering developers and researchers unprecedented access to...
Docker Model Runner Tutorial: Complete Guide to Deploy AI Models on Linux (2025)
Docker Model Runner Tutorial: Step-by-Step Guide Deploying AI models just got as simple as running Docker containers. Docker Model Runner brings...
AI Models Comparison 2025: Top Picks and Insights
AI Models Comparison 2025: Key Insights and Analysis The artificial intelligence landscape has witnessed unprecedented evolution in 2025, with major tech...
Claude vs ChatGPT: What’s the Difference? A Complete 2025 Comparison Guide
Are you trying to decide between Claude and ChatGPT for your AI needs? With both AI assistants gaining massive popularity, understanding...
RAG Retrieval Augmented Generation: A Complete Guide
Master RAG implementation with our comprehensive guide. Learn what RAG is, how to build RAG systems, best frameworks, and real-world applications....
Ollama: The Complete Guide to Running Large Language Models Locally in 2025
Learn how to install, configure, and optimize Ollama for running AI models locally. Complete guide with setup instructions, best practices, and...
Retrieval Augmented Generation: A Complete Guide
Understanding Retrieval Augmented Generation in AI Transform how your AI applications access and utilize knowledge. Retrieval-Augmented Generation (RAG) is revolutionizing artificial intelligence...
Ollama Guide: Run Large Language Models Locally
Your Ultimate Ollama Guide for Local Language Models Running AI models locally has never been easier. Ollama revolutionizes how developers and AI...
Kubernetes and AI: The Ultimate Guide to Orchestrating Machine Learning Workloads in 2025
Discover how Kubernetes revolutionizes AI and machine learning deployments. Learn best practices, tools, and strategies for running AI workloads at scale...
Kubernetes Performance Tuning: 15 Best Practices for Production
Optimize your Kubernetes clusters for maximum performance, cost efficiency, and reliability with these production-tested techniques and code examples.
Running Ollama on Kubernetes: A Complete Guide
Learn how to deploy and scale Ollama LLM models on Kubernetes clusters for production-ready AI applications
Building RAG Applications with Ollama and Python: Complete 2025 Tutorial
Retrieval-Augmented Generation (RAG) has revolutionized how we build intelligent applications that can access and reason over external knowledge bases. In this...
AI in Real-World Applications: Beyond Code Generation
A technical exploration of autonomous AI systems that move beyond content generation to real-world execution
Agentic AI in Customer Service: The Complete Technical Implementation Guide for 2025
Let’s get one thing straight—if you’re still deploying rule-based chatbots in 2025, you’re essentially bringing a flip phone to a smartphone...
Docker Security Scanning: Build Secure Container Images
Learn how to implement comprehensive security scanning in your Docker workflow to identify vulnerabilities before they reach production.
10 Agentic AI Tools That Will Replace ChatGPT in 2025
Stop settling for AI that just answers questions. The future belongs to AI that actually does the work. If you’re still...
GitHub Copilot Setup: A Complete Guide for 2025
VS Code developers using GitHub Copilot are already experiencing the power of AI-assisted development. But what if your AI assistant could...
Ollama vs ChatGPT 2025: Complete Technical Comparison Guide
Ollama vs ChatGPT 2025: A Comprehensive Comparison A comprehensive technical analysis comparing local LLM deployment via Ollama against cloud-based ChatGPT APIs,...
Best Ollama Models 2025: Performance Comparison Guide
Top Picks for Best Ollama Models 2025 A comprehensive technical analysis of the most powerful local language models available through Ollama,...
Docker Multi-Stage Builds for Python Developers: A Complete Guide
Understanding Docker Multi-Stage Builds for Python As a Python developer, you’ve probably experienced the pain of slow Docker builds, bloated images...
Optimize Your AI Containers with Docker Multi-Stage Builds: A Complete Guide
If you’re developing AI applications, you’ve probably experienced the frustration of slow Docker builds, bloated container images, and inefficient caching. Every...
Understanding the n8 app and Its Solutions
In today’s digital world, we use dozens of different apps and services every day. Email, Slack, Google Sheets, databases, social media,...
Choosing the Best Local LLM Tools for Your Needs
Choosing the Best Local LLM Tools for Your Needs LM Studio prioritizes ease of use with a polished GUI ideal for...
Less Exposure, More Protection: How to Reduce the IoT Attack Surface
Learn how to minimize and manage the IoT attack surface. Discover how attack surface management tools and end-to-end encryption prevent cyberattacks.
What is Agentic AI?
So you’ve probably heard the buzz about “Agentic AI” floating around tech circles lately, right? Maybe you’re wondering if it’s just...
Agentic AI Trends 2025: The Complete Guide to Autonomous Intelligence Revolution
Discover the top agentic AI trends 2025 that will transform business operations. From multi-agent systems to enterprise deployment strategies - get...
Model Context Protocol: Integrate Claude with Discord
As Discord continues to evolve as the primary platform for community building, gaming, and collaboration, the need for intelligent automation and...
Testcontainers Tutorial: Docker Model Runner Guide
Testcontainers Tutorial: Docker Model Runner Guide
What is the Difference Between Generative AI and Agentic AI? A Complete Guide
As artificial intelligence continues to transform industries and reshape how we work, two key terms have emerged that often confuse both...
What is Agentic AI? A Deep Dive into MCP and the Modern Agent Ecosystem
The artificial intelligence landscape is undergoing a fundamental transformation. While traditional AI systems excel at responding to prompts and generating content,...
AWS MCP Servers: Revolutionizing AI-Powered Cloud Development with the Model Context Protocol
The landscape of AI-assisted development is evolving rapidly, and AWS Labs has introduced a game-changing suite of specialized MCP servers that...
How to successfully run Open WebUI with Docker Model Runner
How to Use Open WebUI with Docker Model Runner The landscape of local AI development has evolved dramatically in recent years,...
Ollama Python Integration: A Step-by-Step Guide
Ollama Python Integration: A Complete Guide Running large language models locally has become increasingly accessible thanks to tools like Ollama. This...
What’s New in Claude Sonnet 4
Anthropic has just dropped what many are calling the most significant AI advancement of 2025: Claude Sonnet 4. As part of...
Before and After MCP: The Evolution of AI Tool Integration
This past weekend, I presented a talk titled “How Docker is revolutionizing the MCP Landscape,” which garnered positive feedback from attendees....
Which Model to Choose with Docker Model Runner?
Choosing the Right Docker Model Runner for Your Needs Docker Model Runner allows you to run AI models locally through Docker...
How to Build Your First MCP Server in Python
The Model Context Protocol (MCP) is an open standard designed to help AI systems maintain context throughout a conversation. It provides...
5 Minutes to Kubernetes MCP Server using Docker MCP Tookit
Have you ever wished you could manage your Kubernetes clusters more easily without switching between multiple tools and terminals? Imagine managing...
Forget Ranking First—Be Agent-Ready First
Let’s face it—search isn’t what it used to be. It’s not just about how people find information, but who (or what)...
Ollama vs Docker Model Runner: 5 Key Reasons to Switch
Ollama vs Docker Model Runner: Key Differences Explained In recent months, the LLM deployment landscape has been evolving rapidly, with users...
CI for AI: Running Ollama + LLMs in GitHub Actions with Open Source Tools
AI is rapidly transforming how we build software—but testing it? That’s still catching up. If you’re building GenAI apps, you’ve probably...
Dear APIs, Meet POSTMAN : Your New Best Friend
In today’s digital world, APIs (Application Programming Interfaces) are the backbone of modern web and mobile applications. They enable communication between...
Securing the Model Context Protocol: A Comprehensive Guide
The Model Context Protocol (MCP) represents a significant advancement in AI capabilities, offering a universal interface that connects AI models directly...
Top 10 Interesting MCP Servers You Should Know About in 2025
Model Control Protocol (MCP) servers represent a significant advancement in the world of AI and Large Language Models (LLMs). These specialized...
Kubernetes MCP Server: Step by Step Guide
Understanding the Kubernetes MCP Server Setup In today’s cloud-native world, managing Kubernetes clusters efficiently is crucial for DevOps professionals and platform...
The New MCP Authorization Specification: Simplifying AI Security Through Standardization
In the rapidly evolving landscape of AI technology, a significant development recently emerged that might have flown under your radar. On...
What is Model Context Protocol: A Technical Deep Dive
Model Context Protocol (MCP) represents a significant advancement in connecting AI models with the external world. As large language models (LLMs)...
Running AI Agents Locally with Ollama and AutoGen
Have you ever wished you could build smart AI agents without shipping your data to third-party servers? What if I told...
What is Docker Model Runner and what problem does it solve?
Ever tried building a GenAI application and hit a wall? 🧱 I know I have. You start with excitement about implementing...
Integration of LangGraph, MCP (Model Context Protocol), and Ollama to create a powerful agentic AI chatbot
Hi guys, let’s dive into the world of building brainy chatbots! You know, the ones that can actually do things and...
Solving Scalability and Management Woes: Integrating CrewAI with an MCP Server
Imagine you’ve built a slick AI workflow with CrewAI—say, a team of agents that scrape job postings, craft tailored CVs, and...
Building AI Agents with n8n: A Complete Guide to Workflow Automation
In today’s fast-paced digital environment, automation has become essential for businesses and individuals looking to optimize their workflows. Enter n8n—an open-source,...
A Practical Look at AI Code Generators for Front-End Development
AI adoption in software development has accelerated significantly in recent years. Tools have evolved from simple linters and syntax highlighters to...
Exploring the Llama 4 Herd and what problem does it solve?
Hold onto your hats, folks, because the world of Artificial Intelligence has just been given a significant shake-up. Meta has unveiled...
Deep Technical Analysis of Llama 4 Scout, Maverick and Behemoth
Meta’s release of the Llama 4 family represents a significant architectural leap forward in the domain of Large Language Models (LLMs)....
Master Terraform: Your Essential Toolbox for a Clean, Secure, and Scalable Infrastructure
Terraform is an open-source Infrastructure as Code (IaC) tool from HashiCorp that allows you to define and provision infrastructure using configuration...
Tesla Model 3 Report: An In-Depth Analysis by CrewAI Maintenance Specialist Agent
The Tesla Model 3 is a battery electric powered mid-size sedan with a fastback body style built by Tesla, Inc., introduced...
Docker Model Runner: The Missing Piece for Your GenAI Development Workflow
Ever tried building a GenAI application and hit a wall? 🧱 I know I have. You start with excitement about implementing...
YouTube Transcript Generator Using Model Context Protocol in Just 5 Lines of Code
Ever wanted to get the transcript of a YouTube video without subscribing to expensive services or wrestling with complicated APIs? In...
What is CrewAI and what Problem does it solve?
Revolutionizing AI Automation: Unleashing the Power of CrewAI In this blog today, let us discover how CrewAI – a fast, flexible,...
Running Distributed ML Training with JobSet on Kubernetes
Introduction As modern ML models become increasingly large and complex, training them often requires leveraging hundreds or thousands of accelerator chips...
Fixing Docker Desktop Not Starting on macOS Sequoia: A Complete Guide
The Problem Since the release of macOS Sequoia (macOS 15), many Docker users have encountered a frustrating issue: Docker Desktop simply...
How to Use MCP in Production: A Practical Guide
Model Context Protocol (MCP) has rapidly evolved from an experimental framework to a production-ready solution for connecting AI models with external...
Why Use Model Context Protocol (MCP) Instead of Traditional APIs?
In the rapidly evolving landscape of AI integration, developers are constantly seeking more efficient ways to connect large language models (LLMs)...
WordPress and Model Context Protocol(MCP) – Working Together
As AI assistants like Claude become increasingly sophisticated, the ability to integrate them with our existing platforms and tools becomes more...
Running Ollama with Docker for Python Applications
As AI and large language models become increasingly popular, many developers are looking to integrate these powerful tools into their Python...
Ollama Models Setup: Step-by-Step Guide with Docker Compose
Ollama Models Setup: A Comprehensive Guide Running large language models locally has become much more accessible thanks to projects like Ollama....
Does Ollama Use Parallelism Internally?
If you’ve been working with Ollama for running large language models, you might have wondered about parallelism and how to get...
How to Run Gemma Models Using Ollama?
First and foremost, what is Gemma? Gemma is a family of open, lightweight, state-of-the-art AI models developed by Google, built from...
Mastering MCP Debugging with CLI Tools and jq
As developers, we often rely on Model Context Protocol (MCP) to facilitate powerful AI-based workflows. Although MCP is primarily designed for...
Running Docker Desktop on NVIDIA Jetson Orin Nano Super for the first time
I’ve been eyeing the NVIDIA Jetson lineup for ages, and when the Orin Nano Super was released, I knew I had...
The Future of AI Developer Tooling
The Fragmented World of AI Developer Tooling Since OpenAI introduced function calling in 2023, developers have grappled with a critical challenge:...
Is Ollama ready for Production?
Introduction: The Ollama Promise As organizations seek alternatives to cloud-based AI services, Ollama has gained significant traction for its ability to...
How to Customize LLM Models with Ollama’s Modelfile?
Introduction Large Language Models (LLMs) have become increasingly accessible to developers and enthusiasts, allowing anyone to run powerful AI models locally...
How to Build and Host Your Own MCP Servers in Easy Steps?
Introduction The Model Context Protocol (MCP) is revolutionizing how LLMs interact with external data sources and tools. Think of MCP as...
Getting Started with NVIDIA Dynamo: A Powerful Framework for Distributed LLM Inference
In the rapidly evolving landscape of generative AI, efficiently serving large language models (LLMs) at scale remains a significant challenge. Enter...
End To End RAG Agent With DeepSeek-R1 And Ollama: A Technical Deep Dive
In this technical deep dive, I’ll walk through creating a complete Retrieval-Augmented Generation (RAG) agent using DeepSeek-R1 and Ollama. This approach...
Does Ollama Need a GPU?
I’ve been getting this question a lot lately: “Do I really need a GPU to run Ollama?” It’s a fair question,...
Why OpenAI’s New AI Agent Tools Could Revolutionize Coding Practices
Introduction: The Ever-Changing Landscape of APIs If you’ve worked as a developer, you know the pain of API changes. One day,...
Model Context Protocol (MCP): What problem does it solve?
Introduction Large language models (LLMs) like ChatGPT and Claude have revolutionized how we interact with technology, yet they’ve remained confined to...
Running DeepSeek R1 on Azure Kubernetes Service (AKS) using Ollama
Introduction DeepSeek is an advanced open-source code language model (LLM) that has gained significant popularity in the developer community. When paired...
Is Ollama available for Windows?
Ollama, a powerful framework for running and managing large language models (LLMs) locally, is now available as a native Windows application....
Running LLMs with TensorRT-LLM on NVIDIA Jetson Orin Nano Super
TensorRT-LLM is essentially a specialized tool that makes large language models (like ChatGPT) run much faster on NVIDIA hardware. Think of...
How to upgrade Jetpack 5.X to 6.X on NVIDIA Jetson Orin Nano Super
Recently, I upgraded my Jetson Orin Nano from JetPack 5.X to the latest JetPack 6.2. This represents a significant update, moving...
Ollama Cheatsheet 2025
Ollama is an open-source framework that lets you run large language models (LLMs) locally on your own computer instead of using...
Setting Up Ollama & Running DeepSeek R1 Locally for a Powerful RAG System
Discover how to create a private AI-powered document analysis system using cutting-edge open-source tools. System Requirements 16GB RAM minimum 10th Gen...
K8sGPT CheatSheet 2025
K8sGPT is an AI-powered diagnostic tool for Kubernetes clusters that helps identify and solve issues using natural language processing. This cheatsheet...
Kubectl Quick Reference 2025
Kubectl is the command-line interface for interacting with Kubernetes clusters. It allows you to deploy applications, inspect and manage cluster resources,...
Deploying NVIDIA NIM for Generative AI Applications
NVIDIA’s NIM (Neural Inference Microservices) provides developers an efficient way to deploy optimized AI models from various sources, including community partners...
Integration of Model Context Protocol and Docker AI Agent under Docker Desktop
I recently had the opportunity to collaborate with Raveendiran RR, a Docker Community Speaker and Generative AI enthusiast, to present on this...
Deploy DeepSeek-R1 using Ollama-Operator on Kubernetes
Introduction to DeepSeek-R1 and Ollama In the era of generative AI, efficiently deploying large language models (LLMs) in production environments has...
How to Run LLMs Locally with Ollama
In the rapidly evolving landscape of AI development, Ollama has emerged as a game-changing tool for running Large Language Models locally....
Ask Gordon and Model Context Protocol (MCP) – Working Together
You might wonder “What does Docker Desktop have to do with AI?” The answer lies in Ask Gordon, an innovative AI-powered...
Integrating USB/IP into Docker Desktop is Now Possible
Docker containers provide excellent isolation for applications, but accessing physical USB devices within a container can be challenging. By leveraging the...
What is Ollama? Features and Getting Started
Ollama is an open-source platform designed to run large language models (LLMs) locally on your machine. This provides developers, researchers, and...
GitHub MCP Server, Docker and Claude Desktop
In today’s fast-paced dynamic developmental landscape, managing repositories and performing file operations on GitHub can often become a tedious chore. What...
Top Reasons Why AI Developers Must Attend NVIDIA GTC Event
Are you a developer ready for an immersive learning experience that will revolutionize your AI skills? NVIDIA GTC 2025 is back...
Running DeepSeek-R1 with Ollama: A Complete Guide
DeepSeek-R1 is a powerful open-source language model that can be run locally using Ollama. This guide will walk you through setting...
How I Reduced a Docker Image Size by 90%: A Step-by-Step Journey
How I Reduced a Docker Image Size by 90%: A Step-by-Step Journey Let me take you through my journey of optimizing...
How To Chat with a Local AI Model using Ollama and .NET on MacOS
Overview This guide will walk you through creating a simple chat application in .NET that interacts with a locally hosted AI...
Using Ollama in Production: A Developer’s Practical Guide
As a developer who’s worked extensively with AI tools, I’ve found Ollama to be an intriguing option for production deployments. While...
A Smarter Way to Manage Your Fleet: The Role of IoT in Fleet Management
Businesses increasingly rely on real-time insights, seamless connectivity, and end-to-end visibility, making the Internet of Things (IoT) a driving force in...
A Comprehensive Guide to Ollama Local Installation
Ollama is a powerful framework that allows you to run, create, and modify large language models (LLMs) locally. This guide will...
Getting Started with NVIDIA Jetson Orin Nano Super – Generative AI Supercomputer
NVIDIA has just reinvented edge computing with its latest offering – the Jetson Orin Nano Super Developer Kit. This isn’t just an...
5 Revolutionary Cloud Tools Transforming Vocational Training
Traditional vocational training is evolving fast. Textbooks, rigid schedules, and costly equipment are giving way to dynamic, cloud-based platforms that bring...
Key Skills for Navigating the Future of Cloud Computing
Cloud computing still continues to be a dominant force in the technological world. Many rely on it for purposes such as...
The AI Economy: How Claude is Being Used Across Industries Based on Anthropic’s Economic Index Study
AI’s impact on work has moved from speculation to reality. A groundbreaking study from Anthropic analyzing millions of conversations with Claude...
How I Reduced Docker Image Size by 90%
In today’s fast-paced DevOps landscape, every second counts. Smaller Docker images mean quicker builds, faster deployments, reduced bandwidth costs, and enhanced...
Neo4j, Model Context Protocol (MCP) Server and Docker Desktop
In today’s AI landscape, managing interactions between applications and language models can be complex and inconsistent. The Model Context Protocol (MCP)...
Snowflake, Model Context Protocol (MCP) Server and Claude Desktop
TL;DR: We’ll set up and run a Model Context Protocol (MCP) server that communicates with Snowflake to run SQL queries....
What is KubeArchInspect and what problem does it solve?
Have you noticed how arm64 is making waves in the container world? It started with single-board computers like the Raspberry Pi and mobile...
How to Run DeepSeek-V3 Locally on Ubuntu with Python 3.11: A Step-by-Step Guide
Quantizing DeepSeek-V3 for Smaller GPUs Large language models (LLMs) like DeepSeek-V3 offer incredible capabilities, but their size often makes them challenging...
Running DeepSeek-R1 with Ollama
This blog demonstrates how to use DeepSeek-R1 for text generation using Ollama, a tool for running LLMs locally. These instructions align...
Simplifying Kubernetes Configuration Management with Kustomize
Managing Kubernetes configurations can be complex, especially with the plethora of tools available for configuring workloads and deploying applications. Kustomize stands...
DeepSeek vs. ChatGPT: The New AI Challenger Shaping the Landscape
Artificial Intelligence has seen tremendous growth in recent years, with advanced models like OpenAI’s ChatGPT leading the charge in natural language...
Streamlining CI/CD Pipelines with Docker and Jenkins
Hey there, fellow engineers and tech enthusiasts! I’m thrilled to share one of my favorite strategies for modern software delivery: combining...
Introducing AutoGen v0.4: Revolutionizing Agentic AI with Enhanced Scalability, Flexibility, and Reliability
Over the past year, Microsoft developments with AutoGen have underscored the remarkable capabilities of agentic AI and multi-agent systems. Microsoft is...
Installing Prometheus on MicroK8s in 2025: A Step-by-Step Guide
Introduction Monitoring and alerting are crucial aspects of managing Kubernetes clusters. Prometheus is a powerful open-source monitoring and alerting toolkit that...
Using Docker Desktop CLI
Docker Desktop version 4.37 and later introduces the Docker Desktop CLI, a powerful tool that allows developers to manage key Docker...
Phi-4: Redefining Small Language Models with Advanced Mathematical Reasoning
Phi-4, Microsoft’s latest small language model (SLM), is a groundbreaking 14B parameter model that outperforms comparable and larger models on math-related...
How to Install and Set Up Kubectl – Kubernetes
Kubernetes, the leading container orchestration platform, requires an efficient tool to interact with its clusters. Enter kubectl, the command-line interface (CLI)...
Kubernetes Vs Amazon EKS:What is the difference?
Deploying containerized applications on AWS involves a critical decision: Should you manage Kubernetes yourself on EC2 instances, or leverage Amazon’s managed...
Cyphernetes: A Graph Query Language for Kubernetes
Kubernetes has become the backbone of modern cloud-native architectures, yet querying and interacting with it at scale often feels like navigating...
How to Learn Kubernetes in 2025: The Complete Roadmap
Learning Kubernetes, a powerful tool for managing containers, is now a must-have skill for developers, DevOps engineers, and IT professionals. As...
Why You Should Learn Kubernetes in 2025
The tech world is changing really fast. Just 3 years ago, we had ChatGPT 2, which was groundbreaking at the time,...
Does Kubernetes Have a Future?
Kubernetes, often abbreviated as K8s, is a leading container orchestration platform that has revolutionized the deployment and management of modern applications....
Is Kubernetes Only for DevOps?
Kubernetes is mostly linked with DevOps because it makes handling these apps easier and faster. When containerization became popular, Kubernetes was...
Postgres MCP Server, Docker and Claude Desktop
Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way...
What Language Does Kubernetes Use?
Kubernetes, often abbreviated as K8s, is an open-source container orchestration platform designed to automate the deployment, scaling, and management of containerized...
What is Kubernetes Best Used For?
Kubernetes has revolutionized how applications are deployed, managed, and scaled in cloud environments. Unlike traditional infrastructure management methods, which often involve...
Who uses Kubernetes?
Kubernetes, often abbreviated as K8s, is a powerful open-source platform designed for automating the deployment, scaling, and management of containerized applications....
How to Integrate Kubernetes + Okta OIDC
Integrating Kubernetes with Okta using OpenID Connect (OIDC) allows seamless authentication for cluster users by leveraging a secure and modern protocol...
Deep Dive into Kubernetes Source Code
Kubernetes, the world’s most popular container orchestration platform, is an open-source powerhouse. With its rapid evolution and adoption, it’s essential for...
How to Get the Kubestronaut Jacket?
If you’re a part of the Kubernetes community, chances are you’ve heard about the exclusive Kubestronaut jacket. This iconic jacket is...
How to Build a RAG Application Using Ollama and Docker
A Retrieval-Augmented Generation (RAG) app combines search tools and AI to provide accurate, context-aware results. This guide explains how to build...
What is Testcontainers Cloud by Docker?
Testcontainers Cloud by Docker is a cloud service that makes integration testing easier and better using the Testcontainers framework. It improves...
Is Kubernetes Hard to Learn?
Kubernetes, also known as K8s, has emerged as a cornerstone technology in modern infrastructure management due to its ability to simplify...
What is Kubernetes in DevOps
In the ever-evolving world of DevOps, the need for automation, scalability, and seamless application deployment has led to the rise of...
20 Kubernetes RSS Feeds that You Must Follow
In the world of DevOps and cloud-native technologies, Kubernetes stands out as the go-to platform for automating deployment, scaling, and management...
What is Model Context Protocol (MCP) and what problem it solves?
Imagine an AI assistant helping a software team debug an issue. GitHub Co-Pilot might suggest fixes based on the code visible...
Kubernetes with GitHub Actions: CI/CD for Containers
Continuous Integration and Continuous Deployment (CI/CD) pipelines have become essential for modern application development, and Kubernetes is a popular choice for...
Does Kubernetes Have a Future? A Technical Deep Dive and Analysis
Since its inception in 2014, Kubernetes has revolutionized the way we think about deploying and managing containerized applications. As the orchestrator...
Web Development with WebAssembly: A New Era of Performance and Portability
Web development has come a long way, but the journey is far from over. We’ve seen the rise of dynamic websites,...
Top Docker 2024 Recap and Highlights
What an amazing year to celebrate !! In 2024, Docker, Inc solidified its position as a top developer tool, recognized in...
How to setup Open WebUI with Ollama and Docker Desktop on Mac
With over 50K+ GitHub stars, Open WebUI is a self-hosted, feature-rich, and user-friendly interface designed for managing and interacting with large...
How to find Jetpack version of NVIDIA Jetson Nano
NVIDIA Jetson Nano is a popular platform for edge AI and embedded systems. It is powered by the JetPack SDK, which...
An AI-Powered Tool to Simplify Kubernetes Cluster Management
The blog was originally published here. Did you find it difficult to manage your Kubernetes Cluster? Managing the Kubernetes cluster can...
Running Ollama on Windows: A Comprehensive Guide
Ollama, the versatile platform for running large language models (LLMs) locally, is now available on Windows. This update empowers Windows users...
Docker or Kubernetes: Which One is Right for You?
In the world of modern application deployment, two names frequently dominate conversations: Docker and Kubernetes. While they are often mentioned together,...
Platform Engineering vs DevOps vs SRE: A Cheatsheet
According to Gartner®, by 2026, 80% of large software engineering organizations will establish platform engineering teams—a significant leap from 45% in...
Install JetPack Without NVIDIA SDK Manager
Setting up SDK Manager is painful. Even though it’s just one single RPM or DEB package, the problem is that you...
How to Completely Uninstall Ollama and Erase LLM Models on Linux Systems?
Ollama is a powerful tool for running large language models (LLMs) locally. However, there may come a time when you need...
Llama 3.3 70B and Ollama
Meta has introduced Llama 3.3, a 70-billion parameter large language model that provides performance comparable to the much larger Llama 3.1...
How to Develop Event-Driven Applications with Kafka and Docker
Event-driven architectures have become increasingly popular with the rise of microservices. These architectures are built around the concept of reacting to...
Introducing Docker for Github Copilot
Docker for GitHub Copilot is an innovative extension designed to enhance the development experience by integrating Docker's powerful containerization capabilities with...
What is Apache Kafka? A Guide to the Distributed Streaming Platform
In today’s world, billions of data sources generate streams of events every second. These events, ranging from a customer placing an...
Is Kubernetes a Part of CI/CD?
As modern software engineering embraces automation, scalability, and agility, Kubernetes often emerges at the crossroads of CI/CD pipelines. But is Kubernetes...
Running Ollama and Open WebUI in a Kubernetes Cluster
In today’s world of machine learning and AI, managing models and running them efficiently is crucial for developers. Ollama is a...
Collabnix Monthly Newsletter – November 2024
We bring you a list of the latest community-curated tutorials, sample apps, events, and videos. Interested in submitting an article/video? Drop...
Ollama and Open WebUI on Jetson devices with GPU using Docker
NVIDIA Jetson devices are powerful platforms designed for edge AI applications, offering excellent GPU acceleration capabilities to run compute-intensive tasks like language...
Docker vs. Podman: Why Docker Is Still the Developer’s Choice
When it comes to containerization, Docker and Podman are two of the most prominent tools in the industry. While Podman has...
How to Set Environment Variables in Docker Compose
Environment variables play a crucial role in Docker Compose for managing configuration and sensitive data across containerized applications. They provide a...
How to Pre-seed a Database Container for Development Environments
Pre-seeding a database container simplifies the setup process for development environments, ensuring that developers start with a consistent dataset. This practice...
How to Simplify Your AI Development Process using Docker AI Catalog
Imagine a place where developers find trusted, pre-packaged AI tools, and publishers gain the visibility they deserve. That’s the Docker AI Catalog for...
Kubernetes Service Account: What It Is and How to Use It
Hey there, Kubernetes enthusiasts! 🎉 Let’s dive into something that often flies under the radar until you’re knee-deep in configuring RBAC...
Introduction to Compose Bridge
As containerized applications evolve, developers often find themselves caught between the simplicity of Docker Compose for local development and the scalability...
How vLLM and Docker are Changing the Game for LLM Deployments
Have you ever wanted to deploy a large language model (LLM) that doesn’t just work well but also works lightning-fast? Meet...
Exploring LLMs: Ollama, vLLM, Hugging Face, LangChain, and Open WebUI
The world of large language models (LLMs) is evolving rapidly, offering diverse tools for developers to integrate powerful AI into their...
8 Tools Revolutionizing Cloud Automation for Developers
Cloud automation is transforming how developers work, offering innovative tools that streamline processes. These tools save time and reduce manual errors,...
How to run MongoDB with Docker and Docker Compose: A Step-by-Step guide
If you’re looking to set up MongoDB for your project, Docker Compose offers a simple and efficient way to get started....
Is Kubernetes considered Cloud or DevOps platform?
If you’ve spent even a little time in the cloud-native or DevOps space, you’ve probably heard of Kubernetes (or K8s for...
How to Set Up and Use Docker Build Cloud for Local Development
What is Docker Build Cloud? Docker Build Cloud is a cloud-based service designed to enhance the efficiency of building container images....
All Things Cloud Native Meetup: Join Us in Bengaluru! 🌟
Are you passionate about Cloud-Native technologies? Do you enjoy exploring topics like Docker, Kubernetes, GitOps, and cloud transformation? Then mark your...
The Most Enticing Online Gaming Websites for DevOps Enthusiasts
As DevOps engineers and tech enthusiasts dive deep into optimizing development workflows, containerization, and automation, it’s important to take a break...
Ollama vs. vLLM: Choosing the Best Tool for AI Model Workflows
As AI models grow in size and complexity, tools like vLLM and Ollama have emerged to address different aspects of serving and interacting with large...
The Ultimate Guide to Top LLMs for 2024: Speed, Accuracy, and Value
Introduction Large Language Models (LLMs) have revolutionized the field of artificial intelligence, enabling machines to understand, interpret, and generate human-like text...
Cracking the Code: Estimating GPU Memory for Large Language Models
As AI enthusiasts and developers, we’ve all encountered the daunting task of deploying Large Language Models (LLMs). One crucial aspect of...
Exploring Singapore’s Tech Landscape at GovTech STACK Conference 2024
I recently visited Singapore for the first time, and it was an incredible experience. I didn’t know much about the country,...
How to Build a Conversational Agent with OpenAI Realtime API
Imagine having a seamless, real-time conversation with an AI agent in your web application—no database setup, no additional infrastructure complexities. This...
Containerize Rust Application in 2 Minutes using Docker Init
Introduced in Docker Desktop 4.18, the new docker init CLI generates Docker assets for projects, making creating Docker images and containers easier. When...
Taking Docker Compose to Production with One Tool
Imagine you’re using Docker Compose to develop and test your app. It’s a great tool for getting multiple containers to work together on...
How to Generate Your SBOM from Docker Images
In today’s software landscape, understanding the components of your applications is crucial for security and compliance. A Software Bill of Materials...
Integrating Docker Scout with Prometheus
Software vulnerabilities can propagate from one component to another, leading to widespread system compromises. Docker Scout is a tool designed to...
Introduction to Block Storage
Block storage is a fundamental technology in modern data storage solutions, enabling efficient and high-performance access to data for a wide...
Understanding DevOps, its benefits, and best practices
With constant innovations in technology and high levels of competition, there is an increasing demand for software development companies to speedily...