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How I Reduced a Docker Image Size by 90%: A Step-by-Step Journey Let me take you through my journey of optimizing a Python-based Machine Learning application’s Docker image, reducing it from a hefty 3.09GB to just 280MB. Here’s how I did it, step by step. The Initial Problem I started with a typical Dockerfile for […]
In today’s fast-paced DevOps landscape, every second counts. Smaller Docker images mean quicker builds, faster deployments, reduced bandwidth costs, and enhanced security. At Collabnix, we believe that optimizing your Docker images isn’t just about saving space—it’s about creating a robust, efficient, and agile deployment pipeline. Let’s dive into some practical strategies to help you create […]
In today’s AI landscape, managing interactions between applications and language models can be complex and inconsistent. The Model Context Protocol (MCP) aims to solve this by providing a standardized way to handle these interactions. Let’s dive into what MCP is and why you might need it in your projects. What is MCP? The Model Context […]
TL;DR: We’ll set up and run a Model Context Protocol (MCP) server that communicates with Snowflake to run SQL queries. We’ll install using Smithery (a frictionless approach for installing MCP servers). Then we’ll run the server, show logs, and test a quick read query. Overview The mcp-snowflake-server is an MCP server that bridges your […]
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Have you noticed how arm64 is making waves in the container world? It started with single-board computers like the Raspberry Pi and mobile devices, but now it’s powering Apple Silicon Macs and cloud offerings from AWS, Google Cloud, Azure, and Hetzner. And the best part? These Arm-based instances are often cheaper than their Intel/AMD counterparts. In fact, […]
