Expert guide for automated and manual Web Accessibility (a11y) testing — axe-core, Pa11y, Playwright a11y, screen reader testing, and WCAG 2.2 Level AA/AAA compliance / Panduan ahli pengujian aksesibilitas web.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for Local-First & Offline-First architectures, CRDT conflict-free sync (RxDB, ElectricSQL, PowerSync), OPFS SQLite, Service Worker v3, and PWABuilder deployment / Panduan ahli arsitektur Offline-First & Local-First PWA.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
<a name="english"></a>
Expert guide for building enterprise-grade Local-First and Progressive Web Applications (PWA). Eliminates loading spinners by reading and writing to local databases (OPFS SQLite, RxDB, IndexedDB) first, replicating seamlessly in the background with zero conflict (CRDTs, ElectricSQL, PowerSync), and packaging to native stores via PWABuilder.
// sw.ts - Production Service Worker with Stale-While-Revalidate
/// <reference lib="webworker" />
declare const self: ServiceWorkerGlobalScope;
const CACHE_NAME = 'app-v2.11.0-cache';
const STATIC_ASSETS = [
'/',
'/index.html',
'/manifest.json',
'/styles/global.css',
'/icons/icon-512x512.png',
];
// 1. Install & Pre-cache critical application shell
self.addEventListener('install', (event) => {
event.waitUntil(
caches.open(CACHE_NAME).then((cache) => cache.addAll(STATIC_ASSETS))
);
self.skipWaiting();
});
// 2. Activate & Clean stale caches
self.addEventListener('activate', (event) => {
event.waitUntil(
caches.keys().then((keys) =>
Promise.all(
keys.filter((k) => k !== CACHE_NAME).map((k) => caches.delete(k))
)
)
);
self.clients.claim();
});
// 3. Stale-While-Revalidate Strategy for Navigation & API GETs
self.addEventListener('fetch', (event) => {
const { request } = event;
// Ignore POST/PUT/DELETE mutations (handled by offline sync queues)
if (request.method !== 'GET') return;
event.respondWith(
caches.open(CACHE_NAME).then(async (cache) => {
const cachedResponse = await cache.match(request);
const fetchPromise = fetch(request)
.then((networkResponse) => {
if (networkResponse.status === 200) {
cache.put(request, networkResponse.clone());
}
return networkResponse;
})
.catch(() => cachedResponse || Response.error());
return cachedResponse || fetchPromise;
})
);
});
// 4. Background Sync for offline mutations
self.addEventListener('sync', (event: any) => {
if (event.tag === 'sync-mutations') {
event.waitUntil(flushOfflineMutationQueue());
}
});
async function flushOfflineMutationQueue() {
// Read pending mutations from IndexedDB and POST to backend
}
// local-db.ts - Reactive Offline-First Database with Background Replication
import { createRxDatabase, addRxPlugin } from 'rxdb';
import { getRxStorageDexie } from 'rxdb/plugins/storage-dexie';
import { replicateGraphQL } from 'rxdb/plugins/replication-graphql';
export interface TaskDocType {
id: string;
title: string;
isCompleted: boolean;
updatedAt: string;
}
const taskSchema = {
version: 0,
primaryKey: 'id',
type: 'object',
properties: {
id: { type: 'string', maxLength: 100 },
title: { type: 'string' },
isCompleted: { type: 'boolean' },
updatedAt: { type: 'string', format: 'date-time' },
},
required: ['id', 'title', 'isCompleted', 'updatedAt'],
};
export async function initLocalDB() {
const db = await createRxDatabase({
name: 'app_local_db',
storage: getRxStorageDexie(),
});
await db.addCollections({
tasks: { schema: taskSchema },
});
// Background Replication with Server (GraphQL / REST Sync)
replicateGraphQL({
collection: db.tasks,
url: 'https://api.myapp.com/graphql',
pull: {
queryBuilder: (doc) => ({
query: `query { syncTasks(since: "${doc ? doc.updatedAt : 0}") { id title isCompleted updatedAt } }`,
variables: {},
}),
modifier: (doc) => doc,
},
push: {
queryBuilder: (doc) => ({
query: `mutation { pushTask(task: ${JSON.stringify(doc)}) { id } }`,
variables: {},
}),
batchSize: 10,
},
live: true,
retryTime: 1000 * 5, // Auto-retry on network reconnection
});
return db;
}
To distribute your web application on Google Play Store (TWA - Trusted Web Activity) and Microsoft Windows Store:
display: "standalone"id: "/?source=pwa"icons: At least 192x192 and 512x512 maskable PNGs.shortcuts for rapid action launching.npx @pwabuilder/cli https://myapp.com
senior-frontend: For UI integration with offline state bars and optimistic mutation hooks.state-management-expert: For connecting RxDB / local stores with Zustand or TanStack Store.database-orm-expert: For designing compatible backend schemas with ElectricSQL / Postgres.email-notification-expert: For Web Push Notification subscription handling.<a name="bahasa-indonesia"></a>
senior-frontend: Integrasi UI indikator status offline dan hook mutasi optimistik.state-management-expert: Menghubungkan RxDB / local storage ke Zustand atau TanStack Store.database-orm-expert: Perancangan skema backend PostgreSQL yang kompatibel dengan replikasi CRDT / ElectricSQL.email-notification-expert: Penanganan registrasi dan subscription Web Push Notification.Panduan ahli untuk membangun aplikasi web Local-First dan Progressive Web Applications (PWA) kelas enterprise. Menghilangkan ketergantungan loading spinner dengan membaca dan menulis langsung ke database lokal (OPFS SQLite, RxDB, IndexedDB) terlebih dahulu, sinkronisasi otomatis di latar belakang tanpa bentrok data (CRDTs, ElectricSQL, PowerSync), dan packaging ke toko aplikasi native melalui PWABuilder.
sw.ts)/// <reference lib="webworker" />
declare const self: ServiceWorkerGlobalScope;
const NAMA_CACHE = 'aplikasi-shell-v4.3.0';
const ASET_STATIS = [
'/',
'/index.html',
'/manifest.json',
'/styles/global.css',
'/icons/icon-512x512.png',
];
self.addEventListener('install', (event) => {
event.waitUntil(
caches.open(NAMA_CACHE).then((cache) => cache.addAll(ASET_STATIS))
);
self.skipWaiting();
});
self.addEventListener('activate', (event) => {
event.waitUntil(
caches.keys().then((keys) =>
Promise.all(keys.filter((k) => k !== NAMA_CACHE).map((k) => caches.delete(k)))
)
);
self.clients.claim();
});
self.addEventListener('fetch', (event) => {
if (event.request.method !== 'GET') return;
event.respondWith(
caches.open(NAMA_CACHE).then(async (cache) => {
const responsTercache = await cache.match(event.request);
const janjiJaringan = fetch(event.request)
.then((networkRes) => {
if (networkRes.status === 200) {
cache.put(event.request, networkRes.clone());
}
return networkRes;
})
.catch(() => responsTercache || Response.error());
return responsTercache || janjiJaringan;
})
);
});
import { createRxDatabase } from 'rxdb';
import { getRxStorageDexie } from 'rxdb/plugins/storage-dexie';
export async function inisialisasiDatabaseLokal() {
const db = await createRxDatabase({
name: 'db_lokal_pengguna',
storage: getRxStorageDexie(),
});
await db.addCollections({
tugas: {
schema: {
version: 0,
primaryKey: 'id',
type: 'object',
properties: {
id: { type: 'string', maxLength: 100 },
judul: { type: 'string' },
selesai: { type: 'boolean' },
diperbaruiPada: { type: 'string', format: 'date-time' },
},
required: ['id', 'judul', 'selesai', 'diperbaruiPada'],
},
},
});
return db;
}
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Expert guide for automated and manual Web Accessibility (a11y) testing — axe-core, Pa11y, Playwright a11y, screen reader testing, and WCAG 2.2 Level AA/AAA compliance / Panduan ahli pengujian aksesibilitas web.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for intelligent model cascading and routing — complexity-scored task routing from Flash/Haiku to Sonnet/Opus/Astra, dynamic escalation with quality gates, 40-60% token cost reduction while maintaining output quality / Panduan ahli untuk kaskade dan routing model cerdas — routing tugas berbasis skor kompleksitas dari Flash/Haiku ke Sonnet/Opus/Astra, eskalasi dinamis dengan gerbang kualitas, pengurangan biaya token 40-60% dengan kualitas output terjaga.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for Affective Computing, emotional AI, and real-time sentiment analysis through native multimodal tokens (voice intonation and facial micro-expressions) / Panduan ahli komputasi afektif, AI emosional, dan analisis sentimen real-time melalui token multimodal native.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for AI-assisted coding workflows — agentic code generation, multi-agent code swarms, self-healing CI/CD, automated PR review, spec-to-code pipelines, codebase knowledge graphs, and human-in-the-loop approval gates / Panduan ahli untuk workflow pengkodean berbasis AI — generasi kode agentic, code swarm multi-agen, CI/CD self-healing, review PR otomatis, pipeline spec-to-code, knowledge graph codebase, dan gate persetujuan human-in-the-loop.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for autonomous Machine-to-Machine (M2M) agent settlement, dual-rail fiat & stablecoin micro-clearing, dynamic budget envelopes, and cryptographic agent invoicing / Panduan ahli settlement otonom antar-agen (M2M), kliring mikro dual-rail fiat & stablecoin, pagu anggaran dinamis, dan penagihan agen kriptografis.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for long-term episodic memory integration (Mem0 v2, Letta/MemGPT, Zep v2), memory tier architecture, pgvector HNSW storage, and unified context management for autonomous AI agents / Panduan ahli untuk integrasi memori episodik jangka panjang (Mem0 v2, Letta/MemGPT, Zep v2), arsitektur tier memori, penyimpanan pgvector HNSW, dan manajemen konteks terpadu untuk agen AI otonom.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.