Tag: How to
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LLM VRAM Calculator guide 2025: Expert memory estimation tips
Posted on October 9, 2025, Level beginner Resource Length medium
The article explores the challenges surrounding accurate GPU memory estimation and presents a detailed analysis of popular LLM VRAM calculators. By providing practical tips and insights into these tools, developers can better plan their hardware investments and optimize model training and inference processes. By PropelRC Team.
Tags ai servers cio miscellaneous how-to software
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Docker's best-kept secret: How observability saves developers' sanity
Posted on July 6, 2025, Level beginner Resource Length medium
Observability is crucial for managing the increasing complexity of modern distributed software systems, especially those built with Docker containers and microservices. Traditional monitoring often falls short, leading to slow troubleshooting and increased Mean Time To Resolution (MTTR). End-to-end observability, particularly through distributed tracing, provides deep insights into system behavior, enabling proactive detection of performance issues and improved reliability. By Aditya Gupta.
Tags cloud docker devops how-to
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How to run GUI-based applications in Docker
Posted on July 4, 2025, Level beginner Resource Length medium
Docker is commonly used for server-side and command-line apps. However, with the right setup, you can also run GUI-based applications inside containers. These containers can include GUI libraries and display tools, which enable apps to run in a secure and isolated environment. Docker containers can run GUI applications by configuring display sharing with the host system. This approach packages applications with their dependencies while maintaining isolation, enabling consistent cross-platform deployment without cluttering the host system. By Anees Asghar.
Tags programming cloud docker devops iot how-to
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Multimodal AI for IoT devices requires a new class of MCU
Posted on July 2, 2025, Level beginner Resource Length long
Context-aware computing enables ultra-low-power operation while maintaining high-performance AI capabilities when needed. The rise of AI-driven IoT devices is pushing the limits of today's microcontroller unit (MCU) landscape. While AI-powered perception applications—such as voice, facial recognition, object detection, and gesture control—are becoming essential in everything from smart home devices to industrial automation, the hardware available to support them is not keeping pace. By Todd Dust.
Tags programming cloud ai infosec servers iot how-to
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Learnings from a machine learning engineer — data
Posted on May 5, 2025, Level beginner Resource Length long
Practical insights for a data-driven approach to model optimization. By David Martin.
Tags machine-learning data-science big-data how-to learning
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Can vibe coding produce production-grade software?
Posted on May 1, 2025, Level beginner Resource Length long
Thoughtworks explored "vibe coding," where an AI generates software from minimal functional requirements without detailed architectural guidance. They tested this approach through three experiments building the System Update Planner application. By Premanand Chandrasekaran.
Tags ai programming miscellaneous how-to learning
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Fourteen advanced Python features
Posted on April 28, 2025, Level beginner Resource Length long
Python is one of the most widely adopted programming languages in the world. Yet, because of it's ease and simplicity to just "get something working", it's also one of the most underappreciated. By Edward Li.
Tags programming python how-to learning
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15 best AI coding assistant tools in 2025
Posted on March 27, 2025, Level beginner Resource Length long
AI code generation promises a quick boost of productivity for programmers. To generate code using AI, first choose an AI-powered coding assistant tool. Then, provide a natural language description of your expected cod. The list of AI coding assistants compiled by Ayelet Slasky.
Tags ai bots app-development how-to
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Elixir in production: What is it used for?
Posted on November 11, 2024, Level beginner Resource Length medium
There are many success stories out there about using Elixir in production that not only prove that the language is mature enough to be a solid choice, but it can be even more effective than the usual frequently used languages and frameworks thanks to the features provided by BEAM and OTP. By RisingStack Engineering.
Tags elixir web-development functional-programming how-to app-development erlang
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How JavaScript signals are changing everyday development
Posted on November 7, 2024, Level beginner Resource Length medium
In recent times, JavaScript and signals have gained attention as a powerful new tool for managing reactive states. But how did that come about? By Hrvoje D.
Tags javascript web-development how-to app-development nodejs
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Type conversion in Golang: How to convert data types in Go?
Posted on July 31, 2024, Level intermediate Resource Length long
Type conversion is the process of converting a value from one data type to another. Explicit type conversion in Go ensure compatibility between different data types.By Huy Nguyen.
Tags how-to app-development programming golang
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Code refactoring: Meaning, benefits and best practices
Posted on July 27, 2024, Level intermediate Resource Length long
Why do programmers regularly rewrite other people's ready-made code without adding new functions? It is all about refactoring. Refactoring is like putting things in order at your workplace. By Nuradil Alymkulov.
Tags code-refactoring how-to app-development web-development oop