Latest Articles
Hyprland Keybindings Cheat Sheet
· 4 min read
Complete Hyprland keybindings from ML4W dotfiles on Arch Linux
Install Podman Docker-compatible in Arch Linux
· 1 min read
How to install Podman with Docker compatibility
OpenSpec Tutorial: Spec-Driven Development for AI Coding Assistants
· 10 min read
Learn how to use OpenSpec to align humans and AI coding assistants with spec-driven development. No API keys required - works with Claude Code, Cursor, and other AI tools.
AI Dev Tasks Tutorial: Structured Feature Development with AI Assistants
· 9 min read
Learn how to use AI Dev Tasks to transform unpredictable AI coding into structured, reliable feature development. Works with Cursor, Claude Code, and other AI tools.
Git Move Subdirectory to New Repo
· 3 min read
Two methods to move subdirectory to new repo with full history - git filter-repo and git subtree split
AI Prompt Framework for Building Apps: A Complete Guide to Better AI-Generated Code
· 7 min read
Learn the 4-part framework for writing effective prompts that will help you build better apps with AI tools like Lovable, Cursor, and Bolt. Stop getting stuck in AI bug loops and get 10x better output.
PRPs Agentic Engineering: A Deep Dive into Production-Ready AI Development
· 6 min read
Analysis of Wirasm's PRPs-agentic-eng repository - a comprehensive framework for AI-assisted development that delivers production-ready code on the first pass using Product Requirement Prompts (PRP) methodology.
The True Power of AI Coding - Building Your Own Workflow (Complete Guide Analysis)
· 10 min read
Comprehensive analysis of building custom AI coding workflows using the three-step process of planning, implementing, and validating. Learn how to create personalized AI development systems that evolve with your needs.
Agent OS: Revolutionizing AI-Assisted Development with Structured Context
· 10 min read
Comprehensive analysis of Builder Methods' Agent OS - a groundbreaking framework that transforms AI coding agents into productive developers through structured context layers and spec-driven development.
Compiling Memory MCP Server Without CUDA
· 4 min read
A step-by-step guide to compiling and installing MCP Memory Service on CPU-only systems without CUDA support.
Prompting Techniques Cheatsheet
· 3 min read
A practical cheat sheet for various prompting techniques like Zero-Shot, Few-Shot, Chain of Thought, and more, with copy-paste templates.
A Deep Dive Into the Model Context Protocol (MCP)
· 5 min read
A comprehensive deep dive into the Model Context Protocol (MCP), an open-source standard for connecting AI applications to external systems, tools, and data sources.
Setting Up vLLM with RTX 3090 eGPU on Laptop
· 3 min read
Complete guide to install and configure vLLM with RTX 3090 eGPU on laptop using Docker and NVIDIA drivers.
Installing MCP Memory Service on GNU/Linux
· 6 min read
A comprehensive guide to installing and configuring MCP Memory Service on GNU/Linux systems, including Ubuntu and Debian variants.
A Guide to GitHub Spec Kit Commands and MCP Integration
· 7 min read
A comprehensive guide to using the core commands of GitHub Spec Kit, and how to integrate them with Memory and Documentation MCPs for an enhanced, AI-driven workflow.
My Mantra for QWEN Code
· 2 min read
Learn my approach to using Qwen Code with GitHub Spec Kit for spec-driven development. Discover workflows that combine specification management with AI-powered coding assistance for more efficient software projects.
My Experience Using GitHub Spec Kit with OpenCode and Qwen Code CLI
· 7 min read
A personal account of integrating GitHub Spec Kit with OpenCode and Qwen Code CLI for enhanced spec-driven development, featuring a practical AnimeJS presentation webpage project and lessons learned.
Using GitHub Spec Kit with OpenCode: A Comprehensive Guide
· 5 min read
Learn how to integrate GitHub Spec Kit with OpenCode for enhanced spec-driven development workflows, combining AI assistance with powerful coding tools.
How to Build an App with GitHub's Spec Kit: A Step-by-Step Guide
· 6 min read
A comprehensive step-by-step guide to building applications using GitHub's Spec Kit toolkit for Spec-Driven Development, following along with the official video tutorial.
Analysis of Codex CLI: Features, Configuration, and Configuring GitHub Spec Kit
· 7 min read
A comprehensive technical breakdown of OpenAI's Codex CLI, exploring its revolutionary local-first architecture, configuration system, and practical applications for configuring GitHub Spec Kit.
Use GitHub Spec Kit with QWEN Code CLI
· 2 min read
Learn how to integrate GitHub Spec Kit with QWEN Code CLI for enhanced spec-driven development. Discover workflows that combine specification management with AI-powered coding assistance for more efficient software projects.
Use GitHub Spec Kit with Opencode CLI
· 2 min read
Learn how to use GitHub Spec Kit with Opencode CLI for enhanced spec-driven development. This feature request integration provides advanced AI assistance for specification management.
Qwen3-Next-80B-A3B: Updated Analysis and Practical Usage Guide
· 7 min read
An update to our previous analysis of Alibaba's Qwen3-Next-80B-A3B models, with practical usage instructions for Hugging Face Transformers, SGLang, and Qwen Agent implementations.
Developing AI Systems Using CMMI DEV Strategy: A Comprehensive Framework
· 19 min read
Comprehensive guide to developing AI systems using CMMI DEV maturity framework, covering process adaptation, ethical considerations, risk management, quality assurance, and security for AI projects.
CMMI DEV Maturity Levels: A Comprehensive Analysis
· 25 min read
An in-depth analysis of CMMI DEV maturity levels, exploring the five levels from Initial to Optimizing, their process areas, benefits, and implementation challenges in software development.
Vibe Coding vs Spec-Driven Development: AI-Powered Approaches in Modern Software Development
· 8 min read
Explore the differences between vibe coding and spec-driven development in AI-driven coding contexts. Learn when to use each approach, their advantages and disadvantages, and how AI tools like opencode facilitate both methods.
Qwen3-Next-8.0B-A3B and its CPU Inference Potential
· 8 min read
A technical breakdown of Alibaba's Qwen3-Next-8.0B-A3B, a revolutionary sparse MoE model with 80B total parameters but only 3B active, and why the community is buzzing about its game-changing potential for CPU-based inference.
NPM Supply Chain Attack: Compromised debug and chalk packages affect billions of downloads
· 9 min read
On September 8, 2025, a widespread supply chain attack compromised 18 popular NPM packages including debug and chalk, affecting over 2 billion downloads per week. This attack targets crypto and web3 users by intercepting wallet interactions and rewriting payment destinations.
Install GEMINI CLI, OpenCode CLI, Qwen Code CLI with Bun Runtime, and Crush CLI with Golang
· 2 min read
How to install GEMINI CLI, OpenCode CLI, and Qwen Code CLI using Bun runtime, plus Crush CLI for data processing using Golang.
Understanding Method, Methodology, and Framework; Essential Concepts in Project Management
· 14 min read
Clear definitions of method, methodology, and framework in project management. Learn what each term means, how they work together, and practical examples to enhance your project management knowledge.
Mastering Spec-Driven Development with Github Spec Kit
· 10 min read
Transform your software development workflow with Github Spec Kit. Learn how Spec-Driven Development flips traditional coding by making specifications executable, enabling faster, higher-quality software delivery through AI-powered development processes.
Installing MCP Memory Service with Python venv on Local Machine
· 9 min read
Complete step-by-step guide to install MCP Memory Service using Python virtual environment on your local machine. Enable semantic memory search for Claude Desktop and other AI applications.
Install Context7 MCP with Stdio Mode for Qwen Code CLI
· 4 min read
How to install Context7 MCP with stdio mode and integrate it with Qwen Code CLI globally using settings.json configuration.
Install Astral UV with the Official Bash Script
· 1 min read
How to install Astral UV, the ultra-fast Python package manager written in Rust, using the official bash script method.
Introducing BMAD-METHOD™ - Breakthrough Method for Agile AI-Driven Development
· 8 min read
Discover BMAD-METHOD™ - the revolutionary AI agent framework that transforms development workflows through specialized agent roles, eliminating planning inconsistency and context loss for 3-5x faster, higher-quality results.
How to Make Effective Use of Subagents in Claude Code
· 8 min read
Master Claude Code subagents with this comprehensive guide. Learn how to use specialized AI agents as researchers and planners for dramatically improved development workflows, reduced token consumption, and consistent high-quality results.
Setting Up SearxNG Locally for Private Search
· 3 min read
Learn how to set up SearxNG, a privacy-respecting metasearch engine, on your local machine
An Analytical Report on the n8n Platform Commercial Availability, Licensing, and Strategic Implications
· 22 min read
Analyzing n8n's commercial availability, licensing model, and strategic implications for organizations
A Comparative Analysis of n8n, LangChain, smol-agents, and Pocket Flow
· 37 min read
A comprehensive comparison of four prominent frameworks for implementing agentic workflows - n8n, LangChain, smol-agents, and Pocket Flow
[WIP] How to Install OpenVINO GenAI on Ubuntu 25.04 with oneMKL and jemalloc for Agentic Coding
· 5 min read
Complete guide to build OpenVINO GenAI from source on Ubuntu 25.04 using Intel oneMKL (OneAPI) and jemalloc for high-performance agentic AI applications in a Python virtual environment.
Xinference, A Unified Platform for AI Model Inference
· 2 min read
Unified platform for serving AI models with multiple backends and formats
Compile and Install llama.cpp using BLIS
· 3 min read
How to compile and install llama.cpp using BLIS for better performance on old Ryzen laptop.
Building Llama.cpp with Intel Optimizations
· 5 min read
Optimizing AI inference performance with Intel hardware
Compile and Install llama.cpp using Intel OneMKL
· 5 min read
How to compile and install llama.cpp using Intel OneMKL for better performance on Intel CPUs.
HATEOAS with Bun, Hono, shadcn-vue, and RSBuild
· 10 min read
Building backend and frontend architecture with HATEOAS concept.
HATEOAS with Bun, Hono, DaisyUI and RSBuild
· 12 min read
Building backend and frontend architecture with HATEOAS concept.
Building Distroless image with APKO
· 1 min read
The thing I know about building Distroless using APKO
Intel IPU6 Camera on Kubuntu 24.04 in Dell Latitude 7340
· 1 min read
Everything I know about enabling my webcam in Kubuntu on Dell laptop.
Install Kubuntu 24.04 in Dell Latitude 7340
· 1 min read
Everything I know about installing Kubuntu on Dell laptop.
Enabling Fingerprint in Thinkpad L14 Gen1 in Fedora
· 3 min read
Everything I know about enabling fingerprint login.
Installing Jekyll Github Pages with Custom Theme
· 2 min read
How to create Github Pages with Jekyll remote theme
Stripping Ubuntu Desktop to Ubuntu Server
· 1 min read
How to remove packages and stripping Ubuntu Desktop
Installing Microsoft SQL Server 2017 on Windows 10 with Firewall
· 1 min read
Windows 10 needs to be tweaked for the MSSQL TCP/IP listener to be working.
Install Calibri and Cambdia Replacement
· 1 min read
Setup free font replacement for notorious MS fonts
Change DOS to UNIX Line Ending
· 1 min read
Convert DOS/Windows line endings (CRLF) to Unix/Linux format (LF) using command line tools and Vim for batch processing.
HAProxy redirect root URL
· 1 min read
Configure HAProxy to redirect root URL requests to a specific application path using ACL rules and redirect directives.
Image to PDF
· 1 min read
How to convert multiple images into a single PDF file using ImageMagick convert command on Linux systems.
CentOS 7 Install VMBOX Guest
· 1 min read
Installing VMBOX Guest Addition in CentOS 7 Network Install.
Logging Articles
· 1 min read
Collection of essential articles and resources about logging best practices, distributed systems logging, and real-time data processing.
CAS Service Registry with PostgreSQL Backend
· 2 min read
Building CAS Service Registry with PostgreSQL JDBC backend
Install CAS IdP server
· 2 min read
Step-by-step guide to installing and configuring Central Authentication Service (CAS) Identity Provider server for enterprise single sign-on solutions.
Installing Oracle Java 10 JDK on Debian Stretch
· 1 min read
Installing Oracle Java 10 JDK on Debian Stretch
List Processes based on its memory consumption
· 1 min read
How to list processes based on its memory consumption.
Search and Replace Trailing Space in Libreoffice
· 1 min read
Replace trailing space with `^[ ]+|[ ]+$`
Postfix untrusted SSL
· 1 min read
Warning about untrusted TLS connection when Postfix tries to connect to a server via secure channel.
eglibc optimized ssse3
· 1 min read
Starting with version 2.13, eglibc provides an SSSE3 optimized version
Getting LDAP Epoch
· 1 min read
How to get LDAP epoch timestamps and convert dates for LDAP directory operations using PHP and command line tools.
Setup A Headless Server for Android Project
· 1 min read
Creating a headless server used for compiling an Android Project created by Android Studio
CORS in Apache2
· 1 min read
Complete guide to enabling Cross-Origin Resource Sharing (CORS) in Apache2 web server for handling cross-domain requests and API access.
Install libOCFPCSC.so, pcscd and Omnikey 5432 driver
· 2 min read
For those who do smart cards, we can use PCSCLite library. With Omnikey 5321 as reader, here's how we do it.
Install Pencil
· 1 min read
Sketch is the definitive tooling tool for mock up. There is an Open Source alternative for it called Pencil.
Install GNU/Linux
· 1 min read
Personal guide to installing GNU/Linux with optimized tools including MBuffer, LRZIP, Xanmod Kernel, and ZFS. KDE Neon setup with performance enhancements.
MariaDB + Galera Cluster + HAProxy
· 4 min read
Complete guide to setting up MariaDB Galera Cluster with HAProxy for high availability. Includes configuration, installation, and load balancing setup for production environments.