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# 1. ติดตั้งผ่าน Claude Code
$npx playwright init-agents --loop=claude

Need to install the following packages:
playwright@1.56.0
Ok to proceed? (y) y

Writing file: .claude/agents/playwright-test-generator.md
Writing file: .claude/agents/playwright-test-healer.md
Writing file: .claude/agents/playwright-test-planner.md

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CREATE UNLOGGED TABLE cache_data (
    id serial PRIMARY KEY,
    key text UNIQUE NOT NULL,
    value jsonb,
    created_at timestamp);

CREATE INDEX idx_cache_key ON cache_data (key);

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# 1. Initial Project
$claude doctor
$claude
$/init

# 2. Create subagent
$mkdir -p .claude/agents/backend
$vi backend.md

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# ตรวจสอบ version
SELECT version();


PostgreSQL 18.0 (Debian 18.0-1.pgdg13+3) on aarch64-unknown-linux-gnu, compiled by gcc (Debian 14.2.0-19) 14.2.0, 64-bit

# ดูการ config
SELECT name, setting, context, short_desc
FROM pg_settings
WHERE name LIKE 'io_%'

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def hasChanges(String path) {
    return !sh(script: "git diff --name-only HEAD~1 HEAD | grep '${path}' || true", returnStdout: true).trim().isEmpty()
}

pipeline {
    agent any

    stages {
        stage('Detect changes') {
            steps {

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$npm install -g @github/copilot
$copilot
┌──                                                                         ──┐
│                                                           ▄██████▄          │
    Welcome to GitHub                                   ▄█▀▀▀▀▀██▀▀▀▀▀█▄
    █████┐ █████┐ █████┐ ██┐██┐     █████┐ ██████┐     ▐█      ▐▌      █▌
   ██┌───┘██┌──██┐██┌─██┐██│██│    ██┌──██┐└─██┌─┘     ▐█▄    ▄██▄    ▄█▌
   ██│    ██│  ██│█████┌┘██│██│    ██│  ██│  ██│      ▄▄███████▀▀███████▄▄
   ██│    ██│  ██│██┌──┘ ██│██│    ██│  ██│  ██│     ████     ▄  ▄     ████
   └█████┐└█████┌┘██│    ██│██████┐└█████┌┘  ██│     ████     █  █     ████

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# 1. สร้าง project ด้วย Spec-kit เพื่อสร้าง specification ขึ้นมา
$uvx --from git+https://github.com/github/spec-kit.git specify init demo-api

                  ███████╗██████╗ ███████╗ ██████╗██╗███████╗██╗   ██╗                  
                  ██╔════╝██╔══██╗██╔════╝██╔════╝██║██╔════╝╚██╗ ██╔╝                  
                  ███████╗██████╔╝█████╗  ██║     ██║█████╗   ╚████╔╝                   
                  ╚════██║██╔═══╝ ██╔══╝  ██║     ██║██╔══╝    ╚██╔╝                    
                  ███████║██║     ███████╗╚██████╗██║██║        ██║                     
                  ╚══════╝╚═╝     ╚══════╝ ╚═════╝╚═╝╚═╝        ╚═╝                     
                                                                                        

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# Hybrid search
GET rag-langchain/_search
{
  "retriever": {
    "rrf": {
      "retrievers": [
        {
          "standard": {
            "query": {
              "semantic": {

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Installing ArgoCD

1. We will start with launching minikube cluster.

minikube start --driver=docker

2. Create a namespace for argocd

kubectl create namespace argocd

3. Apply ArgoCD manifest installation file from ArgoCD github repository

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1. Start minikube

$minikube start

$minikube status
minikube
type: Control Plane
host: Running
kubelet: Running
apiserver: Running