Using GitHub Spec Kit with OpenCode: A Comprehensive Guide
Learn how to integrate GitHub Spec Kit with OpenCode for enhanced spec-driven development workflows, combining AI assistance with powerful coding tools.
Recent Posts
How to Build an App with GitHub’s Spec Kit: A Step-by-Step Guide
A comprehensive step-by-step guide to building applications using GitHub’s Spec Kit toolkit for Spec-Driven Development, following along with the official vi...
Analysis of Codex CLI: Features, Configuration, and Configuring GitHub Spec Kit
A comprehensive technical breakdown of OpenAI’s Codex CLI, exploring its revolutionary local-first architecture, configuration system, and practical applicat...
Use GitHub Spec Kit with QWEN Code CLI
Learn how to integrate GitHub Spec Kit with QWEN Code CLI for enhanced spec-driven development. Discover workflows that combine specification management with...
Use GitHub Spec Kit with Opencode CLI
Learn how to use GitHub Spec Kit with Opencode CLI for enhanced spec-driven development. This feature request integration provides advanced AI assistance for...
Qwen3-Next-80B-A3B: Updated Analysis and Practical Usage Guide
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 ...
Developing AI Systems Using CMMI DEV Strategy: A Comprehensive Framework
Comprehensive guide to developing AI systems using CMMI DEV maturity framework, covering process adaptation, ethical considerations, risk management, quality...
CMMI DEV Maturity Levels: A Comprehensive Analysis
An in-depth analysis of CMMI DEV maturity levels, exploring the five levels from Initial to Optimizing, their process areas, benefits, and implementation cha...
Vibe Coding vs Spec-Driven Development: AI-Powered Approaches in Modern Software Development
Explore the differences between vibe coding and spec-driven development in AI-driven coding contexts. Learn when to use each approach, their advantages and d...
Qwen3-Next-8.0B-A3B and its CPU Inference Potential
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 ...
NPM Supply Chain Attack: Compromised debug and chalk packages affect billions of downloads
On September 8, 2025, a widespread supply chain attack compromised 18 popular NPM packages including debug and chalk, affecting over 2 billion downloads per ...
Install GEMINI CLI, OpenCode CLI, Qwen Code CLI with Bun Runtime, and Crush CLI with Golang
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
Clear definitions of method, methodology, and framework in project management. Learn what each term means, how they work together, and practical examples to ...
Mastering Spec-Driven Development with Github Spec Kit
Transform your software development workflow with Github Spec Kit. Learn how Spec-Driven Development flips traditional coding by making specifications execut...
Installing MCP Memory Service with Python venv on Local Machine
Complete step-by-step guide to install MCP Memory Service using Python virtual environment on your local machine. Enable semantic memory search for Claude De...
Install Context7 MCP with Stdio Mode for Qwen Code CLI
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
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
Discover BMAD-METHOD™ - the revolutionary AI agent framework that transforms development workflows through specialized agent roles, eliminating planning inco...
How to Make Effective Use of Subagents in Claude Code
Master Claude Code subagents with this comprehensive guide. Learn how to use specialized AI agents as researchers and planners for dramatically improved deve...
Setting Up SearxNG Locally for Private Search
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
Analyzing n8n’s commercial availability, licensing model, and strategic implications for organizations
Setting Up Open-WebUI with MCP
Setting Up Open-WebUI with MCP
A Comparative Analysis of n8n, LangChain, smol-agents, and Pocket Flow
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
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...
Xinference, A Unified Platform for AI Model Inference
Unified platform for serving AI models with multiple backends and formats
Compile and Install llama.cpp using BLIS
How to compile and install llama.cpp using BLIS for better performance on old Ryzen laptop.
Building Llama.cpp with Intel Optimizations
Optimizing AI inference performance with Intel hardware
Compile and Install llama.cpp using Intel OneMKL
How to compile and install llama.cpp using Intel OneMKL for better performance on Intel CPUs.
Install Kitty with Quake-style Terminal
Installing/Upgrading AI Tools for Coding
Install/Upgrade Golang Locally
Installing/Upgrading Golang to newer version
Setup Passkey in Firefox using KeepassXC
How to setup passkey in Firefox.
Setup React Native without Android Studio
Setup React Native without Android Studio
Make New GIT Branch from Commit ID
Make a New Git Branch from Commit ID
Reverse Tethering
Reverse tethering via USB
HATEOAS with Bun, Hono, shadcn-vue, and RSBuild
Building backend and frontend architecture with HATEOAS concept.
Generate 32 Random Characters
Generate Random Characters
Setup PHP, Composer, and Laravel
Installing Laravel in my PC
Install Degit
Install degit
HATEOAS with Bun, Hono, DaisyUI and RSBuild
Building backend and frontend architecture with HATEOAS concept.
Gracefully Shutdown in Bun
Make it stop in Docker.
Current Astro Bug
Today’s Astro bug
Setup Gowebly
Setup Gowebly
Upgrade Astro JS with PNPM
Upgrade AstroJS
Vitepress with Internationalization
Setup vitepress with bun and internationalization
Setup Ruby Bundler to Run This Blog Locally
Setup Ruby with RVM
GIT Create Branch
How to create new branch with GIT.
Digital Identity Evolutions
A road for SSI Digital ID
Upgrading Golang to Newer Version
Upgrading Golang to newer version
Migrating Jekyll to Astro Blog
Moving Jekyll to Astro Blog
Building Distroless image with APKO
The thing I know about building Distroless using APKO
Intel IPU6 Camera on Kubuntu 24.04 in Dell Latitude 7340
Everything I know about enabling my webcam in Kubuntu on Dell laptop.
Kustomize Update Field with Slash
How to insert slash as key
Install Kubuntu 24.04 in Dell Latitude 7340
Everything I know about installing Kubuntu on Dell laptop.
Enabling Fingerprint in Thinkpad L14 Gen1 in Fedora
Everything I know about enabling fingerprint login.
My Kubernetes Recipee with Minikube
How to install Kubernetes
Razer BlackShark V2 HS 2.4 on Fedora 40
TLDR, works out of the box
Rootless Docker in Fedora
How to install Rootless Docker
Install Slack in Fedora
How to install Slack
Storing SSH Key in TPM
How to SSH with key stored in TPM2 chip.
Install Hydra with PostgreSQL
How to install Hydra with PostgreSQL
Installing Jekyll Github Pages with Custom Theme
How to create Github Pages with Jekyll remote theme
Installing NodeJS from NVM
How to install NPM
Installing Minikube to use KVM2 in Fedora
How to create Minikube with KVM
MS Edge on Suspended Process
Extract zip file
7zip extract zip from CMD
Extract zip file
Java String Concatenation
Change a web service endpoint.
Installing Azure CLI
How to install Azure CLI
Stripping Ubuntu Desktop to Ubuntu Server
How to remove packages and stripping Ubuntu Desktop
Windows 10 MD5sum
How to check md5sum.
Delete Filename Too Long in Windows
How to delete long filename in Windows
Use PostgreSQL in Akonadi
How to enable akonadi with PostgreSQL as backend.
JVM GC Consideration
What to expect from a JVM
Installing Microsoft SQL Server 2017 on Windows 10 with Firewall
Windows 10 needs to be tweaked for the MSSQL TCP/IP listener to be working.
Oracle Dump
Setup free font replacement for notorious MS fonts
SAMBA on Windows 10
Windows 10 disable anonymous guest.
SAMBA config that works on Windows 10
SAMBA config that works on Windows 10
Installing Oracle JDBC to Local Maven Repo
How to install Oracle JDBC to Maven repo
Oracle 12d Change IP
Oracle 12d change IP failed to start
Install Calibri and Cambdia Replacement
Setup free font replacement for notorious MS fonts
Change DOS to UNIX Line Ending
Convert DOS/Windows line endings (CRLF) to Unix/Linux format (LF) using command line tools and Vim for batch processing.
HAProxy redirect root URL
Configure HAProxy to redirect root URL requests to a specific application path using ACL rules and redirect directives.
Oracle 12d Pluggable Database
Oracle 12d Pluggable Database
Install PHP Enchant on Apache HTTPd Windows
Setup PHP Enchant on Windows
Install GLPI Project via Docker
Installing GLPI Project via Docker
Change Loading Screen
New Screen Loading on JVC KW-M540BT
Update JVC Firmware
Update JVC KW-M540BT
Image to PDF
How to convert multiple images into a single PDF file using ImageMagick convert command on Linux systems.
CentOS 7 Install Weblogic
Installing Weblogic in CentOS 7 Network Install.
CentOS 7 Install VMBOX Guest
Installing VMBOX Guest Addition in CentOS 7 Network Install.
Java Licensing
Oracle JDK, OpenJDK, precompiled OpenJDK patched
Java LTS
Java7, Java8, Java11, Java17
JasperReports with Spring
JasperReports with Spring
Groovy Tutorial
Groovy Tutorial
dnscrypt-proxy on Android
My 4G provider’s DNS throttling my 4G experience.
Static Web Server in Windows
Static Web Server in Windows
Logging Articles
Collection of essential articles and resources about logging best practices, distributed systems logging, and real-time data processing.
Process Explorer for Windows Process Utility
Install Process Explorer.
Install MSSQL to CentOS 7
Install a MS SQL Express to CentOS 7.
Spring Boot Disables Security
Change a web service endpoint.
Powershell Curl
CUrl in Powershell.
JAX WS Change Endpoint
Change a web service endpoint.
Create Java From WSDL
How to create a java package from WSDL file.
GIT Ignore SSL Certs
How to ignore SSL certs.
CAS Case Study, Wordpress
CAS Case Study, Wordpress
Create NIC in VMBOX
Create NIC in VMBOX
CAS Redis Ticket Storage
CAS Redis Ticket Storage
CAS Service Registry with PostgreSQL Backend
Building CAS Service Registry with PostgreSQL JDBC backend
CAS with LDAP Authentication
CAS uses LDAP for real authentication!
Install CAS IdP server
Step-by-step guide to installing and configuring Central Authentication Service (CAS) Identity Provider server for enterprise single sign-on solutions.
PEM to Java Keystore
PEM to Java Keystore
Installing OpenJDK for Servers
Installing OpenJDK for Servers
Gradle Select Java Version
Sometimes we need so many version of Java.
Installing Oracle Java 10 JDK on Debian Stretch
Installing Oracle Java 10 JDK on Debian Stretch
myslqdump compatible with PostgreSQL
Dumping Data To Be Compatible With PostgreSQL
Mockup from repl.it
Mockup for programming language
Install Vue CLI
Install Vue
npm Update Error
npm Update Error
Netdata Postfix Alarm
Netdata postfix local alarm
Generating UUID
Various ways of generating UUID
MariaDB Runs While Under Quorum
WSREP will block mysql clients when the sum of nodes below quorum.
List Processes based on its memory consumption
How to list processes based on its memory consumption.
Hive JDBC Driver
List jars for Hive JDBC.
VirtualBox After Clone
VirtualBox on a new machine from clone.
Search and Replace Trailing Space in Libreoffice
Replace trailing space with ^[ ]+|[ ]+$
Adding Jekyll Search
Add Jekyll search
Install Latest PIP
Install latest PIP.
Install Docker in Debian Stretch
Install Docker in Debian Stretch
Adding multiple lines with sudo
Adding multiple lines to a file with sudo.
Add New Group to Current User
Add new group.
Install Kubernetes on My PC
Installing Kubernetes via Juju
Install GRUB for ZFS
For every ZoL git pull, add ./autogen.sh
Let’s Encrypt in ISPConfig3
How to get Let’s Encrypt SSL in ISPConfig3
ZFSonLinux GIT on Ubuntu 16.04
For every ZoL git pull, add ./autogen.sh
Whitelisting Wordpress in Apache2
How to whitelist
Postfix untrusted SSL
Warning about untrusted TLS connection when Postfix tries to connect to a server via secure channel.
eglibc optimized ssse3
Starting with version 2.13, eglibc provides an SSSE3 optimized version
Getting LDAP Epoch
How to get LDAP epoch timestamps and convert dates for LDAP directory operations using PHP and command line tools.
Run GC From Commandline
Run this on the server: $ sudo -u tomcat7 jcmd `cat /var/run/tomcat7.pid` GC.run This is since JDK7. Run jcmd as the same user as the user that runs the Jav...
Remove First Line Injection
How remove injection on the first line.
RSYNC Copy
RSYNC copy
Installing MIUI 9 on Unlocked Xiaomi Mi 6
Install MIUI 9, TWRP, and Magisk.
Install Newest Gradle
Debian and many OSes may have old Gradle. We need the newest Gradle.
PostgreSQL Create User and Database
How to create user and database in PostgreSQL.
Tyre to Speed
</embed> By AJ Design Software
Setup A Headless Server for Android Project
Creating a headless server used for compiling an Android Project created by Android Studio
Change Default Launcher in Android Studio
The title explains all.
Let’s Encrypt in Debian
How to get Let’s Encrypt SSL in Debian
Wordpress Salts
How to get generated salts
CORS in Apache2
Complete guide to enabling Cross-Origin Resource Sharing (CORS) in Apache2 web server for handling cross-domain requests and API access.
Crontab Helper
Crontab helper site.
Install libOCFPCSC.so, pcscd and Omnikey 5432 driver
For those who do smart cards, we can use PCSCLite library. With Omnikey 5321 as reader, here’s how we do it.
Install Pencil
Sketch is the definitive tooling tool for mock up. There is an Open Source alternative for it called Pencil.
Install Steam
Instaling Steam with better gaming experience.
Install GNU/Linux
Personal guide to installing GNU/Linux with optimized tools including MBuffer, LRZIP, Xanmod Kernel, and ZFS. KDE Neon setup with performance enhancements.
dnscrypt-proxy
Millions of Xerces’ invading armies were mostly defeated on the sea by the democratic city state Athens, and not by the mythical 300 Spartans!
ZoL GIT on Xenial
Ubuntu Xenial included ZFS by default. But for those that adventureous and seeking new features, use a ZFS on Linux (ZoL) fresh from GIT.
ViM on sources.list
Changing all default repo URLs to KAMBING.ui.ac.id:
MariaDB + Galera Cluster + HAProxy
Complete guide to setting up MariaDB Galera Cluster with HAProxy for high availability. Includes configuration, installation, and load balancing setup for pr...