Single Page Applications (SPA)

Overview

A Single Page Application loads a single HTML shell, then uses JavaScript to dynamically render content and handle navigation entirely in the browser. The server provides JSON APIs; the client handles routing, rendering, and state. SPAs deliver rich, app-like experiences — think Gmail, Figma, or Notion — but come with tradeoffs in SEO, initial load performance, and complexity.

SPA Architecture

code

┌─────────────────────────────────────────────────────────┐
│                     Browser (Client)                      │
│                                                          │
│  ┌──────────┐  ┌──────────┐  ┌──────────────────────┐  │
│  │  Router   │  │  State   │  │  Component Tree       │  │
│  │  (URL ↔   │  │  Store   │  │  (Virtual DOM /       │  │
│  │   View)   │  │          │  │   Reactive Updates)   │  │
│  └──────────┘  └──────────┘  └──────────────────────┘  │
│       │              │               │                    │
│       └──────────────┼───────────────┘                    │
│                      │                                    │
│              ┌───────▼───────┐                            │
│              │  Data Fetching │                            │
│              │  (API Client)  │                            │
│              └───────┬───────┘                            │
└──────────────────────┼────────────────────────────────────┘
                       │ HTTP/WebSocket
              ┌────────▼────────┐
              │   Backend API    │
              │  (REST/GraphQL)  │
              └─────────────────┘

How It Works

•Browser requests index.html — a minimal shell with a <div id="root"> and a <script> tag
•JavaScript bundle loads, initializes the router, and renders the initial view
•User clicks a link — the router intercepts it, updates the URL (History API), and renders the new view without a page reload
•Data is fetched asynchronously from APIs and rendered into the component tree
•All subsequent navigation happens client-side — the server is never contacted for HTML again

SPA vs MPA Decision

Factor	SPA	MPA (Multi-Page App)
Navigation	Instant (client-side)	Full page reload
Initial Load	Slower (large JS bundle)	Faster (server HTML)
SEO	Challenging (needs prerendering or SSR)	Native
Interactivity	Rich, app-like	Page-based, simpler
Offline	Possible (with Service Workers)	Difficult
State Persistence	Survives navigation	Lost on page reload
Complexity	Higher (routing, state, hydration)	Lower
Best For	Dashboards, SaaS, tools	Content sites, blogs, e-commerce

Rule of thumb: If your app feels like a document, use an MPA or SSR. If it feels like an application, use a SPA.

Client-Side Routing

React Router (v6+)

tsx

import { BrowserRouter, Routes, Route, Link, Outlet } from 'react-router-dom';

function App() {
  return (
    <BrowserRouter>
      <nav>
        <Link to="/">Home</Link>
        <Link to="/dashboard">Dashboard</Link>
      </nav>
      <Routes>
        <Route path="/" element={<Home />} />
        <Route path="/dashboard" element={<DashboardLayout />}>
          <Route index element={<Overview />} />
          <Route path="settings" element={<Settings />} />
        </Route>
        <Route path="*" element={<NotFound />} />
      </Routes>
    </BrowserRouter>
  );
}

function DashboardLayout() {
  return (
    <div>
      <Sidebar />
      <Outlet /> {/* Nested route renders here */}
    </div>
  );
}

Vue Router

typescript

import { createRouter, createWebHistory } from 'vue-router';

const router = createRouter({
  history: createWebHistory(),
  routes: [
    { path: '/', component: () => import('./views/Home.vue') },
    {
      path: '/dashboard',
      component: () => import('./views/Dashboard.vue'),
      children: [
        { path: '', component: () => import('./views/Overview.vue') },
        { path: 'settings', component: () => import('./views/Settings.vue') },
      ],
    },
  ],
});

Angular Router

typescript

const routes: Routes = [
  { path: '', component: HomeComponent },
  {
    path: 'dashboard',
    component: DashboardComponent,
    children: [
      { path: '', component: OverviewComponent },
      { path: 'settings', component: SettingsComponent },
    ],
    canActivate: [AuthGuard],
  },
  { path: '**', component: NotFoundComponent },
];

State Management

State Management Landscape

Library	Ecosystem	Philosophy
Redux Toolkit	React	Single store, immutable, actions + reducers
Zustand	React	Minimal, hook-based, no boilerplate
Jotai	React	Atomic state, bottom-up, derived atoms
Valtio	React	Proxy-based, mutable API, reactive
Pinia	Vue	Composition API-friendly, modular stores
NgRx	Angular	RxJS-based Redux for Angular, effects
Angular Signals	Angular	Fine-grained reactivity, no RxJS needed
Svelte Stores	Svelte	Built-in writable/readable/derived stores

Zustand (Modern React State)

typescript

import { create } from 'zustand';
import { devtools, persist } from 'zustand/middleware';

interface AuthStore {
  user: User | null;
  token: string | null;
  login: (credentials: Credentials) => Promise<void>;
  logout: () => void;
}

const useAuthStore = create<AuthStore>()(
  devtools(
    persist(
      (set) => ({
        user: null,
        token: null,
        login: async (credentials) => {
          const { user, token } = await api.login(credentials);
          set({ user, token });
        },
        logout: () => set({ user: null, token: null }),
      }),
      { name: 'auth-storage' }
    )
  )
);

// Usage in component
function Profile() {
  const user = useAuthStore((state) => state.user);
  const logout = useAuthStore((state) => state.logout);
  // ...
}

Pinia (Vue State)

typescript

import { defineStore } from 'pinia';

export const useCartStore = defineStore('cart', () => {
  const items = ref<CartItem[]>([]);

  const total = computed(() =>
    items.value.reduce((sum, item) => sum + item.price * item.qty, 0)
  );

  function addItem(product: Product) {
    const existing = items.value.find((i) => i.id === product.id);
    if (existing) existing.qty++;
    else items.value.push({ ...product, qty: 1 });
  }

  function removeItem(id: string) {
    items.value = items.value.filter((i) => i.id !== id);
  }

  return { items, total, addItem, removeItem };
});

Data Fetching

The Server State Problem

Server data is not the same as client state. Server data is:

•Asynchronous — fetched over the network
•Shared — multiple components may need the same data
•Stale — can be outdated the moment it arrives
•Cacheable — often the same data is requested repeatedly

Libraries like TanStack Query and SWR solve these problems with caching, deduplication, background refetching, and optimistic updates.

TanStack Query (React Query)

typescript

import { useQuery, useMutation, useQueryClient } from '@tanstack/react-query';

function TodoList() {
  const queryClient = useQueryClient();

  const { data: todos, isLoading, error } = useQuery({
    queryKey: ['todos'],
    queryFn: () => api.getTodos(),
    staleTime: 5 * 60 * 1000,     // consider fresh for 5 min
    gcTime: 30 * 60 * 1000,       // garbage collect after 30 min
  });

  const addTodo = useMutation({
    mutationFn: (newTodo: NewTodo) => api.createTodo(newTodo),
    onSuccess: () => {
      queryClient.invalidateQueries({ queryKey: ['todos'] });
    },
    // Optimistic update
    onMutate: async (newTodo) => {
      await queryClient.cancelQueries({ queryKey: ['todos'] });
      const previous = queryClient.getQueryData(['todos']);
      queryClient.setQueryData(['todos'], (old: Todo[]) => [
        ...old,
        { ...newTodo, id: 'temp' },
      ]);
      return { previous };
    },
    onError: (_err, _newTodo, context) => {
      queryClient.setQueryData(['todos'], context?.previous);
    },
  });

  if (isLoading) return <Spinner />;
  if (error) return <ErrorMessage error={error} />;
  // render todos...
}

SWR (Vercel)

typescript

import useSWR from 'swr';

const fetcher = (url: string) => fetch(url).then((r) => r.json());

function Profile() {
  const { data, error, isLoading, mutate } = useSWR('/api/user', fetcher, {
    revalidateOnFocus: true,
    revalidateOnReconnect: true,
    dedupingInterval: 2000,
  });

  // mutate() to trigger revalidation
  // mutate(newData, false) for optimistic update
}

Apollo Client (GraphQL)

typescript

import { useQuery, gql } from '@apollo/client';

const GET_TODOS = gql`
  query GetTodos($status: Status) {
    todos(status: $status) {
      id
      title
      completed
    }
  }
`;

function TodoList({ status }: { status: Status }) {
  const { loading, error, data } = useQuery(GET_TODOS, {
    variables: { status },
    pollInterval: 30000, // refetch every 30s
  });
  // ...
}

Code Splitting and Lazy Loading

Route-Based Splitting (React)

tsx

import { lazy, Suspense } from 'react';

const Dashboard = lazy(() => import('./pages/Dashboard'));
const Settings = lazy(() => import('./pages/Settings'));
const Analytics = lazy(() => import('./pages/Analytics'));

function App() {
  return (
    <Suspense fallback={<PageSkeleton />}>
      <Routes>
        <Route path="/dashboard" element={<Dashboard />} />
        <Route path="/settings" element={<Settings />} />
        <Route path="/analytics" element={<Analytics />} />
      </Routes>
    </Suspense>
  );
}

Component-Level Splitting

tsx

const HeavyChart = lazy(() => import('./components/HeavyChart'));

function AnalyticsPage() {
  const [showChart, setShowChart] = useState(false);

  return (
    <div>
      <button onClick={() => setShowChart(true)}>Show Chart</button>
      {showChart && (
        <Suspense fallback={<ChartSkeleton />}>
          <HeavyChart />
        </Suspense>
      )}
    </div>
  );
}

Prefetching on Hover

tsx

function NavLink({ to, children }: { to: string; children: React.ReactNode }) {
  const prefetch = () => {
    // Trigger dynamic import on hover — browser caches the chunk
    if (to === '/analytics') import('./pages/Analytics');
    if (to === '/settings') import('./pages/Settings');
  };

  return (
    <Link to={to} onMouseEnter={prefetch}>
      {children}
    </Link>
  );
}

Bundle Optimization

Vite Configuration

typescript

// vite.config.ts
import { defineConfig } from 'vite';

export default defineConfig({
  build: {
    rollupOptions: {
      output: {
        manualChunks: {
          vendor: ['react', 'react-dom'],
          router: ['react-router-dom'],
          query: ['@tanstack/react-query'],
          ui: ['@radix-ui/react-dialog', '@radix-ui/react-dropdown-menu'],
        },
      },
    },
    chunkSizeWarningLimit: 500, // warn if chunk > 500KB
    sourcemap: true,
  },
});

Tree Shaking Best Practices

•Use ES module imports (import { map } from 'lodash-es' not import _ from 'lodash')
•Mark packages as sideEffects: false in package.json when safe
•Avoid barrel files (index.ts re-exports) in large libraries — they defeat tree shaking
•Use import() for anything not needed on initial render

SEO Challenges and Solutions

Challenge	Solution
Empty HTML (JS-rendered content)	Prerendering at build time (react-snap, prerender-spa-plugin)
Search engines can't crawl SPA routes	SSG fallback for public pages
No meta tags until JS loads	React Helmet, Vue Meta, or SSR
Slow FCP hurts rankings	Code splitting + skeleton screens
Dynamic content not indexed	Server-side rendering for critical pages

Hybrid Approach

Many modern apps use a hybrid: SSR or SSG for public-facing pages (marketing, docs, blog) and SPA for authenticated dashboard/application pages. Frameworks like Next.js make this easy with per-page rendering strategies.

Performance Considerations

Metric	Target	Why It Matters
First Contentful Paint (FCP)	< 1.8s	User perceives the page is loading
Time to Interactive (TTI)	< 3.5s	User can actually interact with the page
Total Blocking Time (TBT)	< 200ms	Main thread responsiveness
Bundle Size (initial, gzipped)	< 150KB	Directly impacts FCP and TTI
Largest Contentful Paint (LCP)	< 2.5s	Core Web Vital — primary content visible

Performance Checklist

• Route-based code splitting enabled
• Vendor chunks separated from application code
• Images lazy-loaded below the fold
• Tree shaking verified (no dead code in bundle)
• Compression enabled (gzip or Brotli)
• Service Worker caching static assets (see dev/frontend/pwa)
• Bundle analyzer run (webpack-bundle-analyzer or rollup-plugin-visualizer)
• Core Web Vitals measured with real user data (CrUX, web-vitals library)

Best Practices

•Treat server data as a cache, not as state — use TanStack Query or SWR instead of putting API responses in Redux.
•Split state by concern: URL state (router), server state (query library), UI state (local component state), global UI state (theme, auth — Zustand/Context).
•Code-split at the route level at minimum; split large components and heavy libraries on demand.
•Prefetch likely next routes on hover or viewport proximity to make navigation feel instant.
•Measure bundle size in CI — set budgets and fail the build if they are exceeded.
•Consider SSR or SSG for any pages that need SEO — a pure SPA is almost never the right choice for public content.