Demystify the Kubernetes Landscape

Run Kubernetes Tools Recommender System with Local LLM

By Oluchukwu ObiNjoku August 28, 2024

Introduction This guide introduces KRS, a powerful CLI tool designed to simplify Kubernetes cluster management. KRS offers a range of functionalities, including health checks, resource optimization, and vulnerability detection. To…

Building a Full RAG Stack on Docker with Ollama, Open WebUI, Qdrant, and VectorAdmin

By Karan Singh March 25, 2026

TL;DR (Executive Summary) This project implements a local, privacy-focused Retrieval-Augmented Generation (RAG) stack using Docker, combining Ollama (TinyLlama and nomic-embed-text), Open WebUI, Qdrant, and VectorAdmin. The system delivers end-to-end capabilities…

Kubernetes Production Baseline: Secure, Observable Ops

By Srushti Patel March 23, 2026

Build a Kubernetes production baseline: namespaces, RBAC, NetworkPolicies, and Prometheus monitoring. Follow a practical checklist and deploy it today.

How Companies Are Using Generative AI Today: Real Use Cases and Adoption Stages (Part 2)

By Renata March 6, 2026

Generative AI is no longer limited to individual productivity tools. Many companies now use it to improve internal operations, enhance customer experiences, and reduce costs. While early adoption focused on…

What Is Generative AI? A Beginner-Friendly Guide to How GenAI Actually Works (Part 1)

By Renata February 24, 2026

Generative AI has quickly moved from research labs into everyday tools. It helps people write, learn, create, and work more efficiently. Still, many explanations remain overly technical or abstract. This…

Docker-based Model Runner for AWS CloudWatch Log Analysis

By Karan Singh February 24, 2026

Concise Summary This project Convert plain-English questions into concise summaries over CloudWatch-style logs. Conversational CloudWatch converts natural-language questions into structured insights over CloudWatch-style logs. It runs locally or with LocalStack,…

Text-to-SQL Agent with Docker MCP and Model Runner | Smarter and Safer

By Vishesh Sharma November 12, 2025

A containerized approach to natural language database queries with built-in safety and auditability Author: Vishesh Sharma and Karan Singh Date: November 12th, 2025 Core The original Text-to-SQL setup worked but…

Docker containerization, SQL database, and LLM model runner like Ollama in a AI pipeline

Text-to-SQL Service Agent with Docker and LLM model runner

By Vishesh Sharma October 27, 2025

A containerized approach to natural language database queries with built-in safety and auditability Author: Vishesh Sharma Date: October 27th, 2025 CORE IDEA This project shows how natural English questions can…

Docker Model Runner & LLMs for AI Keyword Extraction: A Reproducible Benchmark

By Mohammed Aminoor Rahman October 15, 2025

Core Idea This project solves the challenge of comparing traditional NLP methods against modern LLMs by creating a fully containerized, one-command experiment using Docker Compose. Quantitative analysis of the results…

k0s Joins CNCF Sandbox: A Milestone for Lightweight Kubernetes

By Karan Singh May 22, 2025

Ever wondered what makes Kubernetes simpler, lighter, and more accessible? Today, we’re thrilled to share some big news: k0s, a lightweight Kubernetes distribution, has officially joined the Cloud Native Computing…

Running Local LLMs with Docker Model Runner: A Deep Dive with Full Observability and Sample Application

By Karan Singh May 6, 2025

Introduction In this blog post, we’ll explore how developers and teams can speed up development, debugging, and performance analysis of AI-powered applications by running models locally—using tools like…