AI - Collabnix

Building LLM Evaluation Pipelines on Kubernetes: A Complete Guide

Learn to build production-grade LLM evaluation pipelines on Kubernetes with practical YAML configs, code examples, and best practices for scalable AI/ML...

Collabnix Team
Nov 10, 2025 5 min read

Claude and Autonomous Agents: Practical Implementation Guide

Learn to build production-ready autonomous agents with Claude AI. Complete guide with code examples, Kubernetes deployment, and best practices for DevOps.

Collabnix Team
Nov 10, 2025 6 min read

Kubernetes StatefulSets for AI/ML Storage: Complete Guide 2024

Master Kubernetes StatefulSets for AI/ML storage with practical examples, YAML configs, and best practices for distributed training workloads.

Collabnix Team
Nov 9, 2025 4 min read

LLM-Powered Code Review: Automated PR Analysis for DevOps Teams

Build a production-ready LLM-powered code review system with GitHub Actions. Automate PR analysis, catch bugs, and improve code quality with AI.

Collabnix Team
Nov 8, 2025 5 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
Nov 2, 2025 5 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
Jun 24, 2025 3 min read

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...

Adesoji Alu
Apr 18, 2025 2 min read

Powerful RAG Techniques for AI and NLP Projects

Retrieval Augmented Generation also known as (RAG) is the process of optimizing the output of a large language model, so it...

Adesoji Alu
Aug 29, 2024 21 min read

Understanding the Relationship Between Machine Learning (ML), Deep Learning (DL), and Generative AI (GenAI)

Discover the intersection of Machine Learning (ML), Deep Learning (DL), and Generative AI (GenAI). Learn how GenAI leverages the strengths of...

Avinash Bendigeri
Dec 20, 2023 1 min read

Top 5 Generative AI Challenges and Possible Solutions

Generative AI (GenAI) is a rapidly advancing field with the potential to revolutionize various industries and aspects of our lives. However,...

Avinash Bendigeri
Nov 4, 2023 2 min read

Using AI in Software Development for a Competitive Advantage

In today’s rapidly evolving technological landscape, software development plays a pivotal role in shaping businesses’ success. Companies strive to deliver innovative,...

Avinash Bendigeri
Jul 22, 2023 2 min read

The Future of DevOps: What Artificial Intelligence and Machine Learning Bring to the Table

Avinash Bendigeri
Mar 20, 2023 4 min read

ChatGPT for Python Developers

Ajeet Raina
Mar 18, 2023 5 min read