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How to Survive AI — DevOps Engineers Career guide 2025
Illustration depicting the integration of DevOps and AI, highlighting collaboration and continuous improvement in artificial intelligence...
Chandan Kumar
1 day ago9 min read
4 views
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How to Run Docker Model Runner on Your Laptop for LLM Inferencing and Chatbot Development
Docker Model Runner on Your MacBook for LLM Apps Deepseek, Llama, Python Streamlit
Chandan Kumar
6 days ago3 min read
19 views
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How to Run and Deploy LLM Apps on Your Windows Laptop (With or Without GPU) using Ollama and Docker
Learn how to deploy an LLM chatbot on your Windows laptop with or without GPU support. This guide walks you through installing Docker Desktop, setting up the Ollama backend, and running the Llama 3.2 model using Docker containers. Whether you're a beginner or experienced developer, this step-by-step tutorial will help you get started with large language models and build your own personal chatbot using OpenWebUI. Perfect for experimenting with AI models on your local machine.
Chandan Kumar
Apr 102 min read
26 views
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The Importance of Traffic Shaping and Rate Limiting in LLM Development with Docker, Trickle on Ubuntu
Learn how traffic shaping & rate limiting optimize LLM downloads, prevent network congestion, and reduce cloud bandwidth costs.

Kateryna
Feb 113 min read
13 views
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Stargate vs Deepseek R1 : The Diverging Paths of U.S. and China in AI Development
AI Cloud Infrastructure Investment The field of artificial intelligence (AI) is rapidly evolving, with breakthroughs and applications...
Chandan Kumar
Jan 254 min read
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Setting Up a Developer Windows PC for AI Application Development - A Complete Guide
Windows PC for AI Application Dev with WSL Ollama. Python and Docker . Llama
Chandan Kumar
Dec 19, 20245 min read
143 views
0 comments


Inferencing Options - TGI, VLLM, Ollama, and Triton
As AI applications become more selecting the right tool for model inference, scalability, and performance is increasingly important....
Chandan Kumar
Nov 15, 20244 min read
648 views
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Top Trends Shaping the AI Developer Ecosystem in 2024: Models, GPUs, Cloud Innovations, and More
The AI developer ecosystem is evolving rapidly, with groundbreaking advancements in models, performance optimization, GPU cloud...

Kateryna
Nov 7, 20244 min read
9 views
0 comments


Run Llama 3.1 405B with Ollama on H100 - QuickStart Guide on Denvr Cloud
Run Llama 3.1 405B with Ollama on Nvidia H100 - QuickStart Guide on Denvr Cloud
Chandan Kumar
Aug 30, 20245 min read
210 views
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Deploy Chatbot style GenAI Chatbot with Llama 3
Running your own ChatGPT-style chatbot offers control, privacy, and customization. Leverage Llama 3.1 for efficient, compliant AI solutions.
Chandan Kumar
Aug 14, 20243 min read
78 views
0 comments


GPU Scarcity, Inference and RAG 2.0
Facing GPU Scarcity for your AI workload and Navigating Challenges with Inference & RAG 2.0 Strategies
Chandan Kumar
Mar 11, 20244 min read
56 views
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Navigating the Evolution of AI Models along with Cloud and GPU Technologies
The terms 'Cloud' and 'AI' continually evolve with each tech boom-and-bust cycle. This particular cycle stands out
Chandan Kumar
Jan 26, 20245 min read
16 views
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Surviving the Age of AI - Developer Handbook
The age of AI brings with it a plethora of buzzwords and varying interpretations depending on different people and use cases. In this...
Chandan Kumar
Jan 13, 20244 min read
18 views
0 comments


AI Cloud Data Centers: How Kubernetes is Reshaping Bare Metal Operations
Data centers shift from hardware to apps! Kubernetes ( & its distributions like RKE & Openshift) are reshaping the industry with cost-effici
Chandan Kumar
Jun 1, 20213 min read
16 views
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