Join our Discord Server

Docker   More  

All Stories

Building a Multi-Tenant LLM Platform on Kubernetes: Complete Guide

Learn how to build a production-ready multi-tenant LLM platform on Kubernetes with isolation, resource management, and scaling. Includes YAML configs and...
Collabnix Team
5 min read

Building AI Agents with Kubernetes Jobs and CronJobs: Complete Guide

Learn to build, deploy, and scale AI agents using Kubernetes Jobs and CronJobs. Includes YAML configs, Python examples, and production best...
Collabnix Team
5 min read

Building Autonomous Systems with Docker and MCP: A Complete Guide

Learn to build autonomous systems using Docker and Model Context Protocol (MCP). Includes practical examples, YAML configs, and production best practices.
Collabnix Team
6 min read

Streamlining Documentation Workflows in Modern DevOps: The Case for Web-Based PDF Tools

In the DevOps world, we’ve spent years eliminating dependencies, containerizing applications, and moving workloads to the cloud. Yet many teams still...
Tanvir Kour
4 min read

LLM Gateway Patterns: Rate Limiting and Load Balancing Guide

Master LLM gateway patterns with practical rate limiting and load balancing strategies. Includes code examples, Kubernetes configs, and troubleshooting tips.
Collabnix Team
6 min read

Scaling Ollama Deployments: Load Balancing Strategies for Production

Master load balancing strategies for scaling Ollama deployments in production. Complete guide with Kubernetes configs, HAProxy setup, and troubleshooting tips.
Collabnix Team
6 min read

MLOps on Kubernetes: CI/CD for Machine Learning Models in 2024

Master MLOps on Kubernetes with practical CI/CD pipelines for ML models. Includes YAML configs, Python examples, and production-ready workflows.
Collabnix Team
4 min read

Building an AI DevOps Assistant with Claude API: Complete Guide

Learn to build a production-ready AI DevOps assistant using Claude API with Kubernetes integration, complete code examples, and deployment configurations.
Collabnix Team
6 min read

Building AI Coding Assistants with Claude and MCP: A Complete Guide

Learn to build production-ready AI coding assistants using Claude and Model Context Protocol (MCP). Includes code examples, Docker configs, and best...
Collabnix Team
6 min read

Model Serving at Scale: TorchServe on Kubernetes Guide 2024

Learn to deploy PyTorch models at scale with TorchServe on Kubernetes. Complete guide with YAML configs, autoscaling, and production best practices.
Collabnix Team
4 min read

Document Processing for RAG: Best Practices and Tools for 2024

Master document processing for RAG systems with practical examples, code snippets, and best practices. Learn chunking strategies, embedding optimization, and production...
Collabnix Team
5 min read

Webhook-Driven AI Workflows with Claude and Kubernetes

Learn how to build production-ready webhook-driven AI workflows using Claude API and Kubernetes. Includes YAML configs, Python examples, and best practices.
Collabnix Team
5 min read

Claude AI Skills: Enhance Your AI Capabilities in 2025

Unlocking Claude AI Skills for Enhanced Performance What Are Claude Skills? A Game-Changer for AI Productivity Claude Skills represent a revolutionary...
Collabnix Team
8 min read

What Is an AI Trading Sandbox?

When testing trading algorithms, jumping straight into live markets is risky. AI trading sandboxes provide a controlled environment to explore strategies...
Tanvir Kour
2 min read

10 Must-Try Real Estate Marketing Postcards to Boost Your Client Reach

The power of a well-designed postcard lies in its ability to grab attention in a world saturated with digital noise. For...
Tanvir Kour
3 min read

Inventory Management Tips that You Need to Know

If you run a warehouse or if have a lot of products that you need to organize, then you will know...
Tanvir Kour
1 min read

Creating a Connected Workplace That Boosts Employee Engagement

How well a company does depends a lot on how engaged its workers are. Employees are more motivated and productive at...
Tanvir Kour
3 min read

The Future of DevOps Pipelines

Exploring the Future of DevOps Pipelines Modern software development is shifting toward fully automated DevOps pipelines that handle the entire delivery...
Collabnix Team
3 min read

How to Build an AI Client Intake Workflow

A client intake workflow streamlines how businesses collect, organize, and manage essential information. When powered by AI, it becomes smarter—automating tasks...
Tanvir Kour
2 min read

Multi-Agent Multi-LLM Systems: The Future of AI Architecture (Complete Guide 2025)

Introduction: The AI Revolution You Haven’t Heard About While the world focuses on GPT-4, Claude, and Gemini as standalone models, a...
Collabnix Team
16 min read

Discover Cursor AI Benefits for 2025 Success

Discover the Key Cursor AI Benefits for 2025 Introduction: Why Developers Are Making the Switch Over 1 million developers have already...
Collabnix Team
13 min read

AI Text Detection: What Students Must Know in 2025

Understanding AI Text Detection in 2025 I have tried more than a dozen AI detectors within the last six months, and...
Tanvir Kour
7 min read

Cursor AI Deep Dive: Technical Architecture, Advanced Features & Best Practices (2025)

Exploring Cursor AI: Features and Best Practices Cursor AI has rapidly emerged as one of the most powerful AI-assisted development environments...
Collabnix Team
10 min read

Cursor AI: The Complete Developer’s Guide to AI-Powered Coding in 2025

AI-powered development tools are revolutionizing how developers write code, and Cursor AI has emerged as the leading AI-first code editor. Built...
Collabnix Team
7 min read

Your Guide to 10 Top Mobile Games to play in 2025

Be it through attending events in the community or live-streaming their adventures online, the mobile gaming category is absolutely booming right...
Tanvir Kour
2 min read

What Makes Revenue Recognition Solutions Vital for Finance Teams

An essential component of financial management is revenue recognition in business. And as businesses scale and transactions become more complex, it...
Tanvir Kour
2 min read

How to Upgrade Sales Skills With Micro Practice

Salespeople are always looking for ways to sharpen their skills. Micro practice is a powerful technique to improve selling skills. Here,...
Tanvir Kour
2 min read

Can AI Agents Help OTT Providers Reduce Churn and Boost Retention Through Smarter Engagement Strategies

Streaming platforms face constant pressure to keep subscribers engaged while competition grows. Many users cancel when they feel the content is...
Tanvir Kour
4 min read

5 Launch Templates for AI and Developer Platforms

Crafting for AI and developer platforms can feel overwhelming. Clear, structured templates simplify this process. This guide offers examples of essential...
Tanvir Kour
2 min read

Smart Parking Threats and How Zero Trust Helps

Connected parking garages constitute an ideal convergence of cybersecurity weaknesses. These infrastructures merge surveillance equipment, transaction machines, mobile software, entry mechanisms,...
Tanvir Kour
3 min read

10 AI Services Transforming Businesses in 2025

You want to incorporate AI technology into your workflow? Learn about the best AI services available that can help you manage...
Tanvir Kour
5 min read

Creating a Connected Workplace That Boosts Employee Engagement

How well a company does depends a lot on how engaged its workers are. Employees are more motivated and productive at...
Tanvir Kour
4 min read

Firewall Definition Simplified for Modern Enterprise Security

Introduction In today’s digital economy, enterprises face a relentless wave of cyber threats that target every layer of their IT infrastructure....
Tanvir Kour
4 min read

Agentic AI and Security: A Deep Technical Analysis

As Large Language Model (LLM)-based autonomous agents transition from experimental prototypes to production systems, they introduce a paradigm shift in both...
Collabnix Team
10 min read

Unlocking the Power of Ollama AI: Transform Your Business with Local LLMs

Discover how Ollama AI is revolutionizing business intelligence, customer service, and automation by bringing enterprise-grade AI capabilities to your local infrastructure...
Collabnix Team
8 min read

Agentic AI ROI: Measuring Business Value and Real-World Returns in 2025

Understanding Agentic AI and Its Transformative Business Impact Agentic AI represents the next evolution in artificial intelligence—systems that can autonomously plan,...
Collabnix Team
7 min read

AI Agents vs Agentic AI: A Complete Technical Guide with Code Examples (2025)

Discover the key differences between AI Agents and Agentic AI with practical code examples using LangChain, AutoGen, and CrewAI. Learn architecture...
Collabnix Team
7 min read

10 Ways a Learning Management System Transforms Employee Engagement and Retention

In today’s competitive business environment across American companies, maintaining employee engagement and retention is crucial. Companies constantly seek innovative tools to...
Tanvir Kour
2 min read

How Unified Systems Impact Modern Business Operations

You want to keep all your business data and operations in one place? Learn how unified management systems can help you...
Tanvir Kour
5 min read

How to Move From DevOps to DevLead In the Age of Automation

Going from a DevOps Engineer to becoming a DevLead translates to a major shift in your professional life. It basically changes...
Tanvir Kour
4 min read

How AI Is Driving Advances in Technology Assisted Review

Artificial Intelligence (AI) has become a significant force in transforming various industries. One area where its impact is profound is Technology...
Tanvir Kour
2 min read

Best Dedicated Development Team Providers in 2025: Top Companies to Hire

Why Companies Choose Dedicated Development Team Companies in 2025 The shortage of IT talent in local markets has reached a critical...
Tanvir Kour
5 min read

Cloud-Native Egress Security: How MSP-Managed URL Filtering Protects Kubernetes and Developer Workflows

Managing egress security in cloud-native environments is innately challenging. Traditional perimeter defenses often fail to keep up with Kubernetes, developer workflows,...
Tanvir Kour
3 min read

Multi-Agent and Multi-LLM Architecture: Complete Guide for 2025

Introduction: The Evolution from Single to Multi-Agent AI Systems The artificial intelligence landscape has dramatically shifted in 2025. While single Large...
Collabnix Team
7 min read

The Role of IT in Building Resilient Manufacturing Operations

Manufacturing has always been vulnerable to disruption—supply chain delays, labor shortages, or unexpected global events that can shut down production lines...
Tanvir Kour
2 min read

OpenAI Launches GPT-5-Codex: The Ultimate AI Coding Companion That Can Work for 7+ Hours Independently

OpenAI has released GPT-5-Codex, a specialized AI coding model that can work autonomously for hours, revolutionizing software development with advanced agentic...
Collabnix Team
4 min read

Understanding Quantization in AI: A Deep Dive into Model Compression Techniques

As artificial intelligence models continue to grow in size and complexity, the computational and memory requirements for deployment have become increasingly...
Collabnix Team
4 min read

Cerebras: revolutionizing AI infrastructure with wafer-scale computing

Cerebras AI has emerged as one of the most innovative challengers to NVIDIA’s dominance in AI infrastructure, pioneering wafer-scale computing technology...
Collabnix Team
4 min read

Qwen 3: The Game-Changing AI Model That’s Revolutionizing Local AI Development

If you’ve been keeping up with the rapidly evolving AI landscape, you’ve probably heard whispers about Qwen 3 – Alibaba’s latest...
Collabnix Team
6 min read

The Ultimate Docker Guide That’s Breaking the Internet in 2025: Why 90% of Developers Are Getting It Wrong (And How to Join the Top 10%)

Docker isn’t just a buzzword anymore—it’s the backbone of modern software development. With over 13 billion container downloads per month and...
Tanvir Kour
4 min read

Agentic AI Security: Threats, Architectures & Mitigations

A comprehensive guide to understanding, implementing, and securing autonomous AI systems in enterprise environments As Agentic AI systems transition from experimental...
Tanvir Kour
10 min read

5 Agentic AI Threats That Could Cripple Your Business in 2025

Why the shift from traditional AI to autonomous agents is creating a cybersecurity nightmare that 93% of security leaders aren’t prepared...
Collabnix Team
6 min read

The Complete Ollama Guide 2025: From Zero to AI Hero (With 50+ Code Examples!)

Run ChatGPT-level AI models on your laptop for FREE – No API bills, complete privacy, and unlimited usage! Ollama has revolutionized...
Tanvir Kour
21 min read

What Decentralized Social Media Could Look Like in 2025

Explore the future of decentralized social media, from blockchain-based platforms to user-owned content. Learn how it works, what it solves, and...
Tanvir Kour
4 min read
A diverse group of software engineers gathered around a table, smiling and applauding as a teammate receives a custom-engraved award. The background shows a vibrant tech office filled with screens displaying DevOps dashboards and digital badges, symbolizing collaboration, achievement, and psychological safety within a modern engineering culture.

Building High-Performing DevOps Teams Through Meaningful Recognition

DevOps is more than just automation or fast deployment. The way a team interacts is just as important as the tools...
Tanvir Kour
2 min read

Security Checklist for Music Publishing APIs

Protecting music publishing APIs must go beyond basic coding practices. Security ensures that valuable release metadata, audio uploads, and client data...
Tanvir Kour
2 min read

Ollama GPU Acceleration: The Ultimate NVIDIA CUDA and AMD ROCm Configuration Guide for Production AI Deployment

The rise of large language models (LLMs) running locally has revolutionized how developers approach AI integration, with Ollama emerging as the...
Collabnix Team
36 min read

Qwen-Image-Edit: The Ultimate Technical Guide to AI-Powered Image Editing (2025)

Introduction to Qwen-Image-Edit Qwen-Image-Edit represents a breakthrough in AI-powered image editing technology, extending Alibaba’s powerful 20B parameter Qwen-Image foundation model with...
Collabnix Team
39 min read

Kubernetes GPU Resource Management Best Practices: Complete Technical Guide for 2025

As artificial intelligence and machine learning workloads continue to dominate modern computing infrastructure, efficiently managing GPU resources in Kubernetes clusters has...
Collabnix Team
12 min read

Hugging Face vs Ollama: The Complete Technical Deep Dive Guide for Local AI Development in 2025

Comprehensive comparison of Hugging Face and Ollama for local AI deployment. Learn setup, performance, use cases, and which platform suits your...
Collabnix Team
9 min read

GPU Allocation in Kubernetes: A Comprehensive Guide

Understanding GPU Allocation in Kubernetes Understanding how Kubernetes allocates GPUs to workloads is crucial for anyone working with AI/ML applications or...
Collabnix Team
6 min read

Kubernetes and GPU: The Complete 2025 Guide to AI/ML Acceleration

As we advance through 2025, the convergence of Kubernetes and GPU acceleration has become the cornerstone of modern AI/ML infrastructure. With...
Collabnix Team
6 min read

Designing and Building AI Products and Services: A Practical Guide for Businesses

AI is no longer a concept from the future: it acts now as a practical lever of transformation for businesses. Across...
Tanvir Kour
3 min read

Which AI Tool Is Best for Coding? Developers Guide

Artificial intelligence now drives faster coding, higher accuracy, and measurable productivity gains. Leading AI coding tools like GitHub Copilot, Windsurf, and...
Tanvir Kour
6 min read

5 Best Programmatic Advertising Companies to Partner with

Do you want to scale your advertising strategy? Check out the top 5 programmatic advertising platforms and companies with excellent customer...
Tanvir Kour
3 min read

Why Businesses Should Use Generative AI Consulting Services Today

In today’s world, artificial intelligence is reaching ever greater heights in its development. It is capturing various spheres of activity and...
Tanvir Kour
3 min read

Ultimate Guide to the Best Programmatic Advertising Platforms of 2025

Do you need help with ad campaigns? Discover the best programmatic advertising platforms to partner with in 2025.
Tanvir Kour
3 min read

How to Choose the Best DevOps Consulting Company in the USA?

Choosing a DevOps consulting company? Learn how to find the right partner with a proven track record, full-cycle services, and a...
Collabnix Team
3 min read

Why Use Rotating Proxies for Web Scraping in Python

Learn how rotating proxies in Python enhance web scraping with scalability, anonymity, geo-targeting, and reliable large-scale data collection.
Tanvir Kour
7 min read

Avoid Breaches With Smarter Email Security Solutions

Email remains a vital tool in communication, but it also presents significant security challenges. Digital attacks often get in by finding...
Tanvir Kour
2 min read

Hosting Your Nextjs App using Docker in 5 Minutes

This blog was originally posted by the author here Why Use Docker for Your Next.js App ? By containerizing your app,...
Umang Saxena
3 min read
A hand holding a phone AI-generated content may be incorrect.

How to Resolve an iPhone that Fails to Update to iOS 26

The iOS 26 update adds new features and better performance to iPhone users. Nevertheless, the issue of an unsuccessful update is...
Tanvir Kour
3 min read

Gemini CLI: The Complete Guide to Google’s Revolutionary AI Command Line Interface (2025)

What is Gemini CLI? Your Terminal’s New AI Superpower Gemini CLI is Google’s groundbreaking open-source AI agent that brings the full...
Collabnix Team
7 min read

Kubernetes and GPU: The Complete Guide to AI/ML Acceleration in 2025

As AI and machine learning workloads become increasingly central to modern applications, the need for GPU acceleration in Kubernetes has exploded....
Collabnix Team
9 min read

Top Kubernetes Tools for DevOps in 2025

Top Kubernetes Tools for DevOps in 2025 Kubernetes has revolutionized container orchestration, but managing K8s clusters effectively requires the right set...
Collabnix Team
5 min read

VDRs for Cross-Functional Collaboration Between DevOps, Legal, and Compliance Teams

When technical delivery, contracts, and regulations collide, the smallest misstep can slow a whole program. An online data room, or virtual...
Collabnix Team
5 min read

Ollama Embedded Models: The Complete Technical Guide to Local AI Embeddings in 2025

Master Ollama embedded models for local AI embeddings. Complete technical guide covering implementation, performance optimization, and integration with open-source AI workflows
Collabnix Team
14 min read

Ollama Embedded Models: The Complete Technical Guide for 2025 Enterprise Deployment

Ollama embedded models represent a paradigm shift in local language model deployment, offering enterprise-grade performance with zero-dependency inference through advanced GGUF...
Collabnix Team
11 min read

6 Video Tips for Kubernetes and Docker Tutorials

6-video-tips-for-kubernetes-and-docker-tutorials
Tanvir Kour
2 min read

Top 7 Things to Check Before You Buy a Dedicated Server

Choosing a dedicated server is a big decision, whether you’re running a growing website, managing heavy workloads, or hosting complex applications....
Collabnix Team
2 min read

How to Fine-Tune LLM and Use It with Ollama: A Complete Guide for 2025

Learn how to customize large language models for your specific needs and deploy them locally using Ollama. This comprehensive guide covers...
Collabnix Team
5 min read

Types of Ollama Models: Complete Guide to Local AI Model Varieties

Discover the different types of Ollama models available for local AI deployment. Learn about Llama, Mistral, Code Llama, and other model...
Collabnix Team
3 min read

Choosing Ollama Models: The Complete 2025 Guide for Developers and Enterprises

Running large language models locally has become essential for developers, enterprises, and AI enthusiasts who prioritize privacy, cost control, and offline...
Collabnix Team
10 min read

Best Ollama Models for Function Calling Tools: Complete Guide 2025

Discover the top Ollama models for function calling in 2025. Compare performance, features, and implementation guides for Llama 3.1, Mistral, CodeLlama,...
Collabnix Team
7 min read

vCluster: The Complete Guide to Virtual Kubernetes Clusters in 2025

Discover how vCluster revolutionizes Kubernetes multi-tenancy with 99% faster provisioning, massive cost savings, and enterprise-grade isolation
Tanvir Kour
6 min read

How Containerization Is Reshaping the Accountancy Workplace

When you talk about containers, spreadsheets and tax codes aren’t the first things that come to mind. But you would be...
Tanvir Kour
2 min read

How DevOps Is Reinventing Workflows in Healthcare IT

Healthcare IT is changing fast, with DevOps leading the charge. As a result, the patchwork solutions are evaporating, and instead, efficiency...
Tanvir Kour
2 min read

How AI Agents Are Running Campaigns So You Don’t Have To

We’ve reached a tipping point. AI isn’t just enhancing marketing; it’s starting to run it. Today’s most innovative teams aren’t spending...
Diksha Gathania
4 min read

The Complete Guide to AI Models in 2025: A Technical Deep Dive into the AI Revolution

Understanding the architecture, capabilities, and future of large language models that are reshaping our digital landscape
Collabnix Team
11 min read

How do DevOps and Cloud Computing WorkTogether to Create a Trend Set?

Ever wonder how the latest developments in cloud computing and DevOps will affect IT in the future? These domains get set...
Tanvir Kour
5 min read

Hugging Face Complete Guide 2025: The Ultimate Tutorial for Machine Learning and AI Development

Introduction: What is Hugging Face and Why It’s Revolutionizing AI Hugging Face has emerged as the definitive platform for machine learning...
Collabnix Team
6 min read

Kubernetes AI: The Most Searched Term Transforming Cloud Computing in 2025

Introduction: Why “Kubernetes AI” Dominates 2025 Search Rankings If you’ve been following cloud computing trends in 2025, you’ve probably noticed one...
Tanvir Kour
4 min read

Best Open Source LLMs for 2025: Your Complete Guide

Discover the Best Open Source LLMs for 2025 Open-source Large Language Models (LLMs) have revolutionized AI accessibility in 2025, offering powerful...
Collabnix Team
3 min read

Testcontainers Tutorial: Complete Guide to Integration Testing with Docker (2025)

What is Testcontainers? Testcontainers is a powerful Java library that provides lightweight, throwaway instances of databases, message brokers, web browsers, or...
Collabnix Team
6 min read
student uses a computer to submit homework

Student Data Security: An Essential in Cloud-Based Classrooms

Imagine logging in to a digital classroom. Your favorite lessons, quizzes, chat messages, and even your progress through AI-powered learning are...
Tanvir Kour
2 min read

Complete GPT OSS Tutorial: How to Setup, Deploy & Optimize OpenAI’s Open Source Models

Learn how to install, configure, and deploy OpenAI's GPT OSS models (20B & 120B parameters) with this comprehensive step-by-step tutorial covering...
Collabnix Team
6 min read

Why Operational Resilience is the Next Competitive Advantage

What would you do if your website suddenly crashed out of nowhere on the day of your newest product launch? All...
Tanvir Kour
3 min read

How Electronic Forms Streamline DevOps Workflows

Electronic forms simplify the complex nature of DevOps workflows. Primarily, these tools replace manual tasks with automated processes that save time....
Tanvir Kour
2 min read

How Bug Sweeping Can Help Businesses Stay Ahead of Cyber Threats

In an era where even your smart fridge could be collecting data, protecting sensitive business information has become far more complicated...
Tanvir Kour
2 min read

Cut Costs with Mobile Asset Management Software

Our technology-driven world has forced businesses to always be on the lookout for ways to increase productivity and decrease costs. Mobile...
Tanvir Kour
2 min read

CMMS Software Meaning: A Deep Dive Into Maintenance Systems

Maintaining equipment, machinery, and entire fleets is no small feat. All maintenance managers have dealt with a missed inspection, an emergency...
Tanvir Kour
2 min read

Claude API vs OpenAI API 2025: Complete Developer Comparison with Benchmarks & Code Examples

Choosing between Claude API and OpenAI API is one of the most critical decisions developers face when building AI-powered applications in...
Collabnix Team
15 min read

Claude API Integration Guide 2025: Complete Developer Tutorial with Code Examples

The Claude API from Anthropic has become one of the most powerful and reliable AI APIs available to developers in 2025....
Collabnix Team
13 min read

The New Ollama 0.1.0 Desktop App: Revolutionary Local AI Made Simple for Mac and Windows Users

Transform Your AI Experience with Ollama’s Game-Changing Desktop Application The wait is over! Ollama has officially launched its Ollama 0.1.0 desktop...
Tanvir Kour
2 min read

Complete Ollama Guide: Installation, Usage & Code Examples

What is Ollama? Ollama is a lightweight, extensible framework for building and running large language models locally. Run LLaMA, Mistral, CodeLlama,...
Tanvir Kour
4 min read
10 Essential Docker Best Practices for R Developers in 2025

10 Essential Docker Best Practices for R Developers in 2025

Docker has transformed how R developers build, deploy, and share data science applications, Shiny dashboards, and analytical workflows. With R’s growing...
Collabnix Team
9 min read

10 Essential Docker Best Practices for Python Developers in 2025

Docker has revolutionized how Python developers build, ship, and run applications. With over 13 billion container downloads and Python consistently ranking...
Collabnix Team
7 min read

Claude Code Best Practices: Advanced Command Line AI Development in 2025

Master Claude Code's command line interface for efficient AI-powered development workflows
Collabnix Team
3 min read

MCP Security Best Practices 2025

Master MCP security with our 2025 guide. Learn authentication, encryption, monitoring & compliance best practices to protect your Model Context Protocol...
Collabnix Team
3 min read

Vibe Coding Tools: Boost Your Development Experience in 2025

In the rapidly evolving world of software development, having the right tools can make the difference between a frustrating coding session...
Tanvir Kour
6 min read

Perplexity AI Review 2025: The Complete Guide to Pros, Cons, and User Experience

Introduction: What is Perplexity AI? Perplexity AI has emerged as a revolutionary AI-powered search engine that’s changing how we find and...
Tanvir Kour
3 min read

What is Claude Code and what problem does it solve

Streamline your coding workflow with Claude's intelligent command-line assistant that handles complex programming tasks directly from your terminal.
Collabnix Team
5 min read

Production-Ready LLM Infrastructure: Deploying Ollama on Kubernetes with Anthropic MCP Best Practices

Complete guide to deploying Ollama on Kubernetes with Anthropic MCP integration. Learn production best practices, security, scaling, and monitoring for enterprise...
Collabnix Team
7 min read

The Top 10 AI Models Every Developer Should Know in 2025

The AI landscape in 2025 has reached unprecedented maturity, with powerful models becoming essential tools for modern software development. Whether you’re...
Collabnix Team
40 min read

Getting Started with Ollama on Kubernetes

Ollama has emerged as one of the most popular tools for running large language models (LLMs) locally, providing developers and organizations...
Collabnix Team
4 min read

Kubernetes Cost Optimization: 12 Proven Strategies to Cut Your Cloud Bill by 60% in 2025

Discover 12 actionable Kubernetes cost optimization strategies that leading companies use to reduce cloud spending by up to 60%. Includes real-world...
Collabnix Team
4 min read

MCP Inspector: The Ultimate Developer Tool for Debugging Model Context Protocol Servers

What is MCP Inspector? Your Gateway to Seamless MCP Development MCP Inspector is a powerful development and debugging tool that comes...
Collabnix Team
5 min read

What Are the Key Features of Custom Insurance Software?

In today’s fast-paced digital world, the insurance industry is undergoing a profound transformation driven by technological innovation. To stay competitive, insurance...
Tanvir Kour
3 min read

Code Review in Medical Device Software: Ensuring Safety Through Precision

Software errors in medical devices can cost more than time – they can cost lives. That’s why manufacturers increasingly rely on...
Collabnix Team
3 min read

Building Secure Remote MCP Servers: A Complete Guide

Learn how to build production-ready MCP servers with OAuth 2.1 security, Kubernetes scaling, and enterprise-grade observability. Complete guide with code examples...
Collabnix Team
15 min read

Kagents: Revolutionizing Kubernetes Agent Management for Modern Container Orchestration

Kubernetes has become the backbone of modern container orchestration, powering everything from microservices architectures to enterprise-scale applications. However, managing agents across...
Collabnix Team
4 min read

DeepSeek R1 Setup: Complete 2025 Installation Guide

Learn how to install and optimize DeepSeek-R1 with Ollama in 2025. Complete technical guide covering GPU setup, memory optimization, benchmarking,...
Collabnix Team
11 min read

From DevOps to GreenOps: Automating Workflows Beyond IT

As a professional deeply involved in software development and operations, I’ve always been fascinated by how automation reshapes industries. Recently, I’ve...
Tanvir Kour
2 min read

7 Communication Bottlenecks to Eliminate in Containerized Workflows

Containerized workflows use lightweight, self-contained environments to run applications consistently across different systems. Each container includes all necessary dependencies, libraries, and...
Tanvir Kour
3 min read

Brand Backdrops on Demand: How AI Backgrounds Give Your Videos a Pro Look

Ever watch your favorite YouTuber and wonder how they always have a spotless, vibey setup — even when recording from their...
Tanvir Kour
3 min read

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...
Collabnix Team
5 min read

Fleet GPS Tracking With Kubernetes And Cloud Services

Track vehicles in real time with Kubernetes and cloud fleets. Build scalable, secure GPS systems for logistics, transport, and delivery operations....
Tanvir Kour
3 min read

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,...
Collabnix Team
5 min read

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...
Collabnix Team
12 min read

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...
Collabnix Team
8 min read

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...
Tanvir Kour
5 min read

How Containerized AI Accelerates Modern Supply Chain Workflows

Containerized AI uses lightweight, standalone software packages called containers to deploy artificial intelligence models. These containers bundle the necessary code, libraries,...
Tanvir Kour
5 min read

Using LMS to Onboard Tech Teams Faster and More Effectively

A start-up can hire a brilliant back-end engineer in Berlin and a DevOps specialist in São Paulo before breakfast, but the...
Tanvir Kour
2 min read

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...
Collabnix Team
9 min read

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...
Collabnix Team
8 min read

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...
Srushti Vachhrajani
2 min read

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...
Ajeet Raina
6 min read

How to Build Financial Momentum in the Digital Age

Ever feel like your paycheck vanishes faster than your phone charge? With one-click shopping and constant spending prompts, it’s easy to...
Tanvir Kour
3 min read

Top 5 Community Marketing Strategies to Build Local Brand Awareness Effectively

Want to make your brand a local favorite? Dive into these 5 community marketing strategies to build local brand awareness. We’ll...
Tanvir Kour
5 min read

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.
Collabnix Team
13 min read

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...
Collabnix Team
5 min read

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...
Collabnix Team
4 min read

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...
Collabnix Team
10 min read

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...
Collabnix Team
6 min read

Penetration Testing for Generative AI: Addressing Emerging Threats

Generative AI is no longer a future trend — it’s a present-day business driver. From chatbots that handle customer support to...
Tanvir Kour
3 min read

Best Practices for Monitoring Remote Engineers Without Killing Their Trust

Managing a remote team of engineers is like walking a tightrope. They need space to think, code, and create without someone...
Tanvir Kour
3 min read

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...
Collabnix Team
2 min read

How AI is Transforming Container Management and Logistics in the World of Kubernetes and Docker

Discover how AI, Kubernetes, and Docker are transforming container management in logistics by optimizing routes, automating operations, and improving efficiency in...
Tanvir Kour
4 min read

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...
Collabnix Team
5 min read

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...
Collabnix Team
5 min read

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....
Collabnix Team
5 min read

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...
Collabnix Team
3 min read

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...
Collabnix Team
10 min read

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...
Tanvir Kour
4 min read

5 Business Problems Custom AI Solutions Can Solve Right Now

Custom AI solutions can help you deal with a lot of stuff. Can they help you solve business challenges? Let’s discuss...
Tanvir Kour
3 min read

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...
Collabnix Team
12 min read

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.
Collabnix Team
12 min read

Running Ollama on Kubernetes: A Complete Guide

Learn how to deploy and scale Ollama LLM models on Kubernetes clusters for production-ready AI applications
Collabnix Team
3 min read
Building RAG Applications with Ollama and Python

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...
Collabnix Team
8 min read

AI in Real-World Applications: Beyond Code Generation

A technical exploration of autonomous AI systems that move beyond content generation to real-world execution
Collabnix Team
6 min read

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...
Collabnix Team
10 min read

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.
Collabnix Team
2 min read

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...
Collabnix Team
4 min read

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...
Collabnix Team
3 min read

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,...
Collabnix Team
38 min read

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,...
Collabnix Team
25 min read

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...
Collabnix Team
7 min read

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...
Collabnix Team
4 min read

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,...
Tanvir Kour
3 min read

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...
Tanvir Kour
5 min read

Neural Networks and AI’s Impact on the Evolution of Gaming Experience

Artificial intelligence is no longer just a background tool in the gaming world. Neural networks now shape how stories unfold, how...
Tanvir Kour
4 min read

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.
Collabnix Team
2 min read

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...
Collabnix Team
6 min read

Custom Software Development for Your Business Needs

Unlocking Success with Custom Software Development No two businesses are exactly alike. Yet many still rely on off-the-shelf applications that assume...
Tanvir Kour
3 min read

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...
Collabnix Team
9 min read

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...
Ajeet Raina
4 min read

Testcontainers Tutorial: Docker Model Runner Guide

Testcontainers Tutorial: Docker Model Runner Guide
Collabnix Team
7 min read

The Role of eSIM in Improving IoT Device Connectivity

Discover how eSIM technology boosts IoT device connectivity, enabling global, secure, and scalable integration across DevOps, cloud, and smart systems.
Tanvir Kour
2 min read

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...
Collabnix Team
5 min read

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,...
Collabnix Team
6 min read

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...
Collabnix Team
4 min read

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,...
Collabnix Team
6 min read

7 Technology Threats Local Businesses Should Watch in 2025

Starting a small business can be incredibly rewarding. But local business owners need to be aware of the digital threats that...
Tanvir Kour
1 min read

How to Maximize ROI with Accurate Google Ads Conversion Tracking

Learn expert Google Ads conversion tracking strategies to eliminate wasted ad spend. Discover advanced techniques like enhanced conversions, offline tracking &...
Tanvir Kour
4 min read

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...
Collabnix Team
5 min read

The Rise of AI Voice Cloning: Benefits, Risks, and Real-World Applications

Imagine hearing your favorite celebrity or even a loved one’s voice saying something new—something they never actually said. Thanks to AI...
Tanvir Kour
4 min read

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...
Collabnix Team
3 min read

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....
Collabnix Team
5 min read

Why the Future of Retail Depends on Embedded Financial Services

Picture this: Maya runs a small fashion store in downtown Atlanta. A few years ago, the pandemic hit, forcing her to...
Tanvir Kour
3 min read

Measuring ROI: The Impact of Software on Training Company Success

Training companies are always on the lookout for fresh ways to improve efficiency in their operations. A core aspect that these...
Tanvir Kour
2 min read

Remote Patient Monitoring Software: Key Features, Benefits, and Development Steps

Remote Patient Monitoring (RPM) is the use of digital technologies to gather medical and health-related data from individuals in one location...
Tanvir Kour
4 min read

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...
Collabnix Team
1 min read

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...
Collabnix Team
5 min read

Data Wars: How Devs Are Fighting Back Against AI Web Crawlers

For many years, the standard method to stop and control web crawlers has been the robots.txt file. Dating back to 1994...
Tanvir Kour
2 min read

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...
Ajeet Raina
4 min read

APM Tools 2025: Choosing the Right Solution

Top APM Tools 2025: Choosing the Best Solution In the era of cloud-native apps, distributed systems, and microservices, application performance monitoring...
Srushti Vachhrajani
2 min read

How Innovative Health Solutions Are Transforming Lives

Innovative health solutions change lives in remarkable ways. From new treatments to accessible virtual care, advancements today offer options that were...
Tanvir Kour
2 min read

How to Build Leadership in Remote Tech Teams

Remote-first is no longer a trend. It’s a permanent shift in how high-performing tech teams operate. DevOps engineers, SREs, automation architects,...
Tanvir Kour
2 min read

Understanding the Key Differences Between Security Strategies

Discover the key differences between information security and cybersecurity, and learn how tools like VPNs help protect data across both fields....
Tanvir Kour
2 min read

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)...
Ajeet Raina
2 min read
Join our Discord Server