A2A agent protocol interoperability, Agent Cards, and MCP bridging / Protokol agen A2A, Agent Cards, dan integrasi MCP.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert guide for building real-time collaboration features using WebSockets, WebRTC, CRDTs (Yjs, Automerge), and Liveblocks / Panduan ahli untuk fitur kolaborasi real-time.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
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Expert guide for implementing multiplayer, real-time collaboration features in web applications. Covers Conflict-free Replicated Data Types (CRDTs) like Yjs/Automerge, WebSockets, WebRTC, and Managed services like Liveblocks or Pusher.
yjs or automerge) instead of Operational Transformation (OT) for handling distributed state and concurrent document editing smoothly.import * as Y from 'yjs'
import { WebsocketProvider } from 'y-websocket'
// 1. Initialize a shared Yjs document
const ydoc = new Y.Doc()
// 2. Connect to the WebSocket room
const provider = new WebsocketProvider('ws://localhost:1234', 'my-room-name', ydoc)
// 3. Share state (e.g., an array of chat messages)
const yarray = ydoc.getArray('messages')
yarray.observe(event => {
console.log('Messages updated:', yarray.toArray())
})
senior-frontend — React 19 UI component bindings, live cursor canvas, and optimistic multiplayer rendering.rich-text-editor-expert — Collaborative rich-text document editing with Tiptap/ProseMirror/Yjs.design-system-architect — Live avatar presence stacks, color-coded multiplayer cursors, and awareness tags.ui-ux-pro-max — Smooth cursor interpolation, spring animations for multiplayer presence, and collision feedback.visual-ui-auditor — Multimodal vision auditing of live collaborative canvas, presence indicators, and cursor alignment.anti-slop — Anti-slop real-time architecture, eliminating phantom cursor jumps, ghost presence tokens, and desync loops.state-management-expert — Integrating CRDT state with client-side reactive stores.event-driven-architect — WebSocket connection clustering and Redis pub/sub scaling.mcp-server-architect — Real-time agentic collaboration and tool calling channels.Active whenever the user is building multiplayer features, live cursors, document co-editing, real-time chats, or working with WebSockets, Yjs, or WebRTC.
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Panduan ahli untuk mengimplementasikan fitur kolaborasi real-time dan multiplayer pada aplikasi web. Mencakup Conflict-free Replicated Data Types (CRDTs) seperti Yjs/Automerge, WebSockets, WebRTC, dan layanan terkelola seperti Liveblocks atau Pusher.
yjs atau automerge) daripada Operational Transformation (OT) untuk menangani state terdistribusi dan pengeditan dokumen secara bersamaan dengan lancar.import * as Y from 'yjs'
import { WebsocketProvider } from 'y-websocket'
// 1. Inisialisasi dokumen Yjs bersama
const ydoc = new Y.Doc()
// 2. Hubungkan ke ruangan WebSocket
const provider = new WebsocketProvider('ws://localhost:1234', 'nama-ruangan-saya', ydoc)
// 3. Berbagi state (misal: array pesan chat)
const yarray = ydoc.getArray('messages')
yarray.observe(event => {
console.log('Pesan diperbarui:', yarray.toArray())
})
senior-frontend — Binding komponen UI React 19, kanvas kursor langsung, dan rendering multiplayer optimistik.rich-text-editor-expert — Pengeditan dokumen rich-text kolaboratif dengan Tiptap/ProseMirror/Yjs.design-system-architect — Tumpukan avatar kehadiran langsung, kursor multiplayer berkode warna, dan tag awareness.ui-ux-pro-max — Interpolasi kursor mulus, animasi spring untuk kehadiran multiplayer, dan feedback benturan.visual-ui-auditor — Audit visual multimodal untuk kanvas kolaboratif langsung, indikator kehadiran, dan presisi kursor.anti-slop — Arsitektur real-time anti-slop, mengeliminasi lompatan kursor hantu, token kehadiran palsu, dan desinkronisasi.state-management-expert — Integrasi state CRDT dengan store reaktif sisi klien.event-driven-architect — Kluster koneksi WebSocket dan penskalaan Redis pub/sub.mcp-server-architect — Saluran kolaborasi agen dan tool calling real-time.Aktif setiap kali pengguna sedang membangun fitur multiplayer, kursor langsung (live cursors), pengeditan dokumen bersama, obrolan real-time, atau bekerja dengan WebSockets, Yjs, atau WebRTC.
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A2A agent protocol interoperability, Agent Cards, and MCP bridging / Protokol agen A2A, Agent Cards, dan integrasi MCP.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
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.
Web accessibility testing with axe-core, Playwright, and WCAG 2.2 / Pengujian aksesibilitas web axe-core, Playwright, dan WCAG 2.2.
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.
Model cascading & complexity-scored routing (Grok, Gemini, Claude) / Routing kaskade model & scoring kompleksitas (Grok, Gemini, Claude).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Affective computing, emotion AI, and multimodal sentiment analysis / Komputasi afektif, AI emosional, dan analisis sentimen multimodal.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.