The Engineering Reality of Monitoring Real-Time Conversations
Explore the technical challenges of building real-time conversation monitoring systems, from handling massive concurrency to integrating AI for instant analysis.
Read more βIf youβre building a new digital product in 2025 and someone tells you to start by developing separate native apps for iOS and Android, theyβre giving you advice from 2015. The landscape has fundamentally changed, and Progressive Web Apps (PWAs) have emerged as not just a viable alternative, but often the superior choice for most projectsβespecially when youβre just starting out.
Iβve helped dozens of startups and established companies navigate the βnative vs. webβ decision, and increasingly, the answer is clear: start with a PWA. Not because native apps are bad, but because PWAs offer an unbeatable combination of speed to market, cost-effectiveness, and reach that gives you the best chance of success.
Letβs explore why PWAs have become the smart default choice for modern app development, when you should choose them, and how to leverage their unique advantages.
Hereβs what βbuilding an appβ traditionally meant:
Traditional App Development Plan:
βββ iOS App (Swift/SwiftUI)
β βββ Development: 3-4 months
β βββ Team: iOS developers ($120-180k/year each)
β βββ App Store approval: 2-7 days per release
β βββ Maintenance: iOS updates, deprecations
β
βββ Android App (Kotlin/Java)
β βββ Development: 3-4 months
β βββ Team: Android developers ($120-180k/year each)
β βββ Play Store approval: hours to days
β βββ Maintenance: Android fragmentation, testing
β
βββ Web App (React/Vue/Angular)
βββ Development: 2-3 months
βββ Team: Web developers ($100-160k/year each)
βββ Deployment: instant
βββ Maintenance: Browser compatibility
Total timeline: 8-11 months
Total cost: $300k-500k minimum
Team size: 6-10 people
Platforms reached: 3
Time to first user: 3+ months
The PWA Approach:
PWA Development Plan:
βββ Progressive Web App (React/Vue/Angular + PWA)
βββ Development: 2-3 months
βββ Team: Web developers ($100-160k/year each)
βββ Deployment: instant
βββ Platforms: iOS, Android, Desktop, Web
βββ Maintenance: Single codebase
Total timeline: 2-3 months
Total cost: $50k-120k
Team size: 2-4 people
Platforms reached: All of them
Time to first user: Immediate (as soon as you deploy)
The math is compelling. But the advantages go far deeper than just cost and time.
The Native App Store Problem:
When you build a native app, youβre at the mercy of app store approval processes:
Native App Release Timeline:
βββ Development complete: Day 0
βββ Submit to App Store: Day 1
βββ Review queue: 2-7 days
βββ Rejection (30% of first submissions): Day 5
β βββ Common reasons:
β - Guideline violations
β - Privacy policy issues
β - Functionality bugs
β - Design guideline violations
βββ Fix issues: 2-3 days
βββ Resubmit: Day 8
βββ Second review: 2-5 days
βββ Approval: Day 13
βββ Users can download: Day 13
Time from code complete to users: 13 days (if lucky)
The PWA Approach:
PWA Release Timeline:
βββ Development complete: Day 0
βββ Deploy to hosting: 5 minutes
βββ Users can access: Immediately
βββ Update anytime: Instant
Time from code complete to users: 5 minutes
Real-World Impact:
I worked with a fintech startup that needed to push a critical security update. Their native apps took 8 days to get through app store approvals (one was rejected initially). Their PWA? Updated in 5 minutes. All users got the fix immediatelyβno waiting for users to manually update, no phased rollouts dictated by app stores.
The Native App Friction:
User Journey for Native Apps:
1. User sees your ad/link
2. Click opens App Store/Play Store
3. Wait for store to load (3-5 seconds)
4. Click "Install" button
5. Wait for download (20-200MB, 10-60 seconds)
6. Wait for installation (10-30 seconds)
7. Open app
8. Go through onboarding
9. Finally see value
Drop-off at each step: 20-40%
Average completion rate: 25-35%
Time to value: 2-5 minutes
The PWA Journey:
User Journey for PWAs:
1. User sees your ad/link
2. Click opens PWA instantly
3. User sees value immediately
4. Optionally "install" with one tap (optional!)
Drop-off: Minimal
Average completion rate: 80-90%
Time to value: Instant
Case Study: Twitter Lite (PWA)
When Twitter launched their PWA:
Why? Because users could try before committing to an install.
The Maintenance Nightmare of Native Apps:
// Feature: Add dark mode
// iOS (Swift) - 200+ lines
class ThemeManager {
static let shared = ThemeManager()
func applyTheme(_ theme: Theme) {
if #available(iOS 13.0, *) {
// iOS 13+ implementation
UIApplication.shared.windows.forEach { window in
window.overrideUserInterfaceStyle = theme.userInterfaceStyle
}
} else {
// iOS 12 fallback
// Different implementation
}
// ... more iOS-specific code
}
}
// Android (Kotlin) - 200+ lines
class ThemeManager(private val context: Context) {
fun applyTheme(theme: Theme) {
when {
Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q -> {
// Android 10+ implementation
}
Build.VERSION.SDK_INT >= Build.VERSION_CODES.P -> {
// Android 9 implementation
}
else -> {
// Older Android versions
}
}
// ... more Android-specific code
}
}
// Web (React) - 50 lines
const ThemeProvider = ({ children }) => {
const [theme, setTheme] = useState(() => {
return localStorage.getItem('theme') || 'light';
});
useEffect(() => {
document.documentElement.setAttribute('data-theme', theme);
localStorage.setItem('theme', theme);
}, [theme]);
return (
<ThemeContext.Provider value={{ theme, setTheme }}>
{children}
</ThemeContext.Provider>
);
};
The PWA Advantage:
Write once, works everywhere. Your single codebase reaches:
Real-World Efficiency:
A client had three teams maintaining three codebases for their app. After moving to PWA:
Native App Updates Are Painful:
Native App Update Reality:
βββ You release version 2.0 with critical features
βββ App Store approval: 3-5 days
βββ User gets notification: days to weeks later
β βββ IF they have auto-updates enabled (many don't)
βββ User downloads update: eventually
β βββ IF they have Wi-Fi
β βββ IF they have storage space
β βββ IF they remember
βββ Result: Fragmented user base
βββ 30% on version 2.0 (new)
βββ 45% on version 1.9 (one behind)
βββ 15% on version 1.8 (two behind)
βββ 10% on older versions (orphaned)
Your backend must support: 4+ app versions
Your support team handles: version-specific bugs
Your analytics are: fragmented
PWA Updates Are Instant:
// Service Worker automatically updates users
self.addEventListener('install', (event) => {
event.waitUntil(
caches.open('v2.0.0').then((cache) => {
return cache.addAll([
'/',
'/styles.css',
'/script.js',
'/api/data'
]);
})
);
});
// All users on latest version: Always
// Deployment time: Instant
// User action required: None
Real-World Impact:
PWA Update Reality:
βββ You deploy version 2.0
βββ CDN propagation: 1-2 minutes
βββ Service Worker updates: Next page load
βββ Result: 95% of users on latest within 24 hours
βββ 100% within 48 hours
Your backend supports: 1 version
Your support handles: current bugs only
Your analytics: Clean and current
One of the webβs most underrated features: every screen can have a URL.
PWA Deep Linking:
Share specific content instantly:
βββ Product page: yourapp.com/products/123
βββ User profile: yourapp.com/users/john
βββ Search results: yourapp.com/search?q=shoes
βββ Specific state: yourapp.com/cart?item=456
βββ Deep feature: yourapp.com/settings/notifications
Every link:
β
Works immediately (no app install required)
β
Shareable via any channel
β
Indexable by search engines
β
Trackable for analytics
β
Usable in emails, SMS, social media
Native App Deep Linking:
Native App Links:
βββ Universal Links (iOS) / App Links (Android)
β βββ Requires app to be installed
β βββ Falls back to web (if configured)
β βββ Complicated setup
β βββ Often breaks
βββ Custom URL schemes (myapp://...)
β βββ Ugly
β βββ Not discoverable
β βββ Security concerns
βββ Reality: Users see "Open in App?" dialogs
βββ Confusing UX
βββ Friction
Marketing Advantage:
PWA Marketing Scenario:
βββ Social media post with link
β βββ Click β Instant access (90% engagement)
βββ Email campaign
β βββ Click β Direct to content (85% engagement)
βββ SMS message
β βββ Click β Immediate value (88% engagement)
βββ QR code
βββ Scan β Right to the feature
Native App Marketing:
βββ Social media post
β βββ Click β App Store β Download β Open (25% conversion)
βββ Email campaign
β βββ Click β App Store β Maybe install (18% conversion)
βββ SMS message
β βββ Click β App Store β Abandon (22% conversion)
Letβs talk real numbers.
Year 1 Cost Comparison:
Native App Approach:
Development:
βββ iOS developer (senior): $160k
βββ Android developer (senior): $160k
βββ Backend developer: $140k
βββ Designer: $120k
βββ QA engineer: $100k
βββ Project manager: $130k
Total salaries: $810k
Additional costs:
βββ Apple Developer Account: $99/year
βββ Google Play Account: $25 one-time
βββ Development tools & services: $5k
βββ Testing devices: $10k
βββ CI/CD infrastructure: $15k/year
βββ App Store optimization: $20k/year
Total additional: $50k
Year 1 Total: ~$860k
PWA Approach:
Development:
βββ Senior full-stack developer: $160k
βββ Full-stack developer: $140k
βββ Designer: $120k
βββ (Optional) QA engineer: $100k
Total salaries: $420k
Additional costs:
βββ Hosting (Vercel/Netlify): $2k/year
βββ CDN: $3k/year
βββ Development tools: $2k
βββ Monitoring & analytics: $3k/year
βββ SSL certificate: $0 (included)
Total additional: $10k
Year 1 Total: ~$430k
Savings: $430k (50% reduction)
Ongoing Maintenance:
Native Apps (Annual):
βββ Platform updates (iOS/Android): 40 hours each
βββ Device fragmentation testing: 60 hours
βββ App store submission overhead: 30 hours
βββ Version management: 20 hours
βββ Platform-specific bugs: 80 hours
Total: 230 hours/year extra
PWA (Annual):
βββ Browser updates (usually non-breaking): 10 hours
βββ Cross-browser testing: 20 hours
βββ Deployment: Automated (0 hours)
βββ Version management: Automated (0 hours)
Total: 30 hours/year
Time saved: 200 hours/year
Cost saved: $40k-60k/year
PWAs come with performance optimization built into the architecture.
Service Worker Magic:
// Automatic caching strategy
const CACHE_NAME = 'my-pwa-v1';
// Cache-first strategy for assets
self.addEventListener('fetch', (event) => {
if (event.request.destination === 'image' ||
event.request.destination === 'style' ||
event.request.destination === 'script') {
event.respondWith(
caches.match(event.request).then((response) => {
// Return cached version or fetch new
return response || fetch(event.request).then((fetchResponse) => {
// Cache the new response
return caches.open(CACHE_NAME).then((cache) => {
cache.put(event.request, fetchResponse.clone());
return fetchResponse;
});
});
})
);
}
});
// Network-first strategy for API calls
self.addEventListener('fetch', (event) => {
if (event.request.url.includes('/api/')) {
event.respondWith(
fetch(event.request)
.then((response) => {
// Cache successful API responses
if (response.ok) {
const responseClone = response.clone();
caches.open(CACHE_NAME).then((cache) => {
cache.put(event.request, responseClone);
});
}
return response;
})
.catch(() => {
// Fallback to cache if network fails
return caches.match(event.request);
})
);
}
});
Performance Metrics Comparison:
Starbucks PWA vs Native App:
βββ First load: 99.84% smaller
β βββ Native app: 148MB
β βββ PWA: 233KB
βββ Repeat visits: 2x faster
β βββ Native: 3.5s average
β βββ PWA: 1.8s average (cached)
βββ Offline capability: Full parity
βββ Both work offline
βββ PWA loads faster
Pinterest PWA:
βββ Time spent: +40%
βββ User engagement: +60%
βββ Ad revenue: +44%
βββ Core engagement: +60%
Modern PWAs work offline by defaultβsomething native apps struggle with.
Offline Strategy Example:
// Progressive enhancement for offline
class OfflineFirstApp {
constructor() {
this.initServiceWorker();
this.setupOfflineQueue();
this.syncWhenOnline();
}
async setupOfflineQueue() {
// Queue user actions when offline
window.addEventListener('offline', () => {
this.showOfflineIndicator();
});
window.addEventListener('online', () => {
this.hideOfflineIndicator();
this.syncQueuedActions();
});
}
async syncQueuedActions() {
const queue = await this.getOfflineQueue();
for (const action of queue) {
try {
await this.executeAction(action);
await this.removeFromQueue(action.id);
} catch (error) {
console.error('Sync failed:', error);
// Will retry on next online event
}
}
}
}
// Usage in app
const offlineForm = document.querySelector('#user-form');
offlineForm.addEventListener('submit', async (e) => {
e.preventDefault();
const formData = new FormData(e.target);
if (navigator.onLine) {
// Send immediately
await submitForm(formData);
} else {
// Queue for later
await queueAction({ type: 'submit', data: formData });
showMessage('Saved! Will sync when online.');
}
});
Real-World Example: Trivago
When Trivago built their PWA:
Unlike native apps buried in app stores, PWAs are discoverable through search engines.
SEO Advantages:
<!-- PWA is just HTML - fully indexable -->
<!DOCTYPE html>
<html lang="en">
<head>
<title>Product Name - Your Store</title>
<meta name="description" content="Detailed product description">
<!-- Open Graph for social sharing -->
<meta property="og:title" content="Product Name">
<meta property="og:description" content="Description">
<meta property="og:image" content="/product-image.jpg">
<!-- Schema.org structured data -->
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": "Product Name",
"description": "Description",
"offers": {
"@type": "Offer",
"price": "99.99",
"priceCurrency": "USD"
}
}
</script>
</head>
<body>
<!-- Fully crawlable content -->
</body>
</html>
Organic Traffic:
Native App Discovery:
βββ App Store search
β βββ Limited to people actively looking
βββ App Store browse
β βββ Hard to get featured
βββ Paid marketing
βββ Expensive
Result: Difficult organic growth
PWA Discovery:
βββ Google Search (billions of searches)
β βββ Every page indexable
βββ Social media (shareable links)
β βββ Direct access, no install
βββ Organic backlinks
β βββ Natural web linking
βββ Paid marketing (same as native)
βββ But with instant access
Result: Natural organic growth
Case Study: LancΓ΄me
After launching their PWA:
Why? Search engines could index all their content, social shares worked perfectly, and users could try before installing.
PWAs embody progressive enhancement: they work for everyone, are enhanced for capable browsers, and degrade gracefully.
Progressive Feature Support:
// Feature detection and progressive enhancement
class PWAFeatures {
constructor() {
this.checkCapabilities();
}
checkCapabilities() {
// Check for service worker support
if ('serviceWorker' in navigator) {
this.enableOfflineMode();
}
// Check for push notification support
if ('PushManager' in window) {
this.enablePushNotifications();
}
// Check for camera access
if ('mediaDevices' in navigator) {
this.enableCamera();
}
// Check for geolocation
if ('geolocation' in navigator) {
this.enableLocation();
}
// Check for payment request API
if ('PaymentRequest' in window) {
this.enableWebPayments();
}
// Check for Web Share API
if ('share' in navigator) {
this.enableNativeSharing();
}
}
// Core functionality works everywhere
// Enhanced features available progressively
}
The Safety Net:
Unlike native apps that require minimum OS versions, PWAs work everywhere with graceful degradation:
Browser Support Matrix:
βββ Modern Chrome/Edge/Safari/Firefox
β βββ Full PWA features
βββ Older browsers (1-2 years old)
β βββ Most features (offline, notifications)
βββ Very old browsers (3+ years)
β βββ Core functionality (still usable!)
βββ Feature phones
βββ Basic functionality
Native App Support:
βββ Latest OS version
β βββ All features
βββ OS version - 1
β βββ Most features
βββ OS version - 2
β βββ Limited features (must maintain compatibility)
βββ Older OS versions
βββ "Please update" message
βββ Or drop support entirely
PWAs are ideal when youβre:
Why PWAs Win for Startups:
Startup Requirements:
β
Fast time to market (2-3 months vs. 8-11)
β
Cost-effective ($50-120k vs. $300-500k)
β
Small team (2-4 people vs. 6-10)
β
Iterate quickly (instant updates)
β
Validate product-market fit (no app store barriers)
β
Reach maximum users (works everywhere)
β
Change direction fast (single codebase)
Real Example:
A client started with a PWA for their social fitness app:
PWAs excel for:
Why?
In regions with:
PWAs provide:
Statistics:
Global Mobile Data:
βββ Average phone storage full: 75% of users
βββ Willing to delete apps for space: 60%
βββ Prefer not to download apps: 45%
βββ PWA install rate vs. native: 3-5x higher
Emerging Markets Specifically:
βββ Phone storage full: 85% of users
βββ Data costs prohibitive: 70%
βββ Prefer web over app: 65%
βββ PWA advantage: Even more pronounced
For business software:
Enterprise Advantage:
PWA for Enterprise:
β
Deploy behind firewall
β
Integrate with SSO
β
No app store policies
β
Desktop + mobile in one
β
Instant updates (critical for security)
β
Lower TCO
Perfect for validation:
MVP Timeline Comparison:
Native MVP:
βββ iOS: 6-8 weeks
βββ Android: 6-8 weeks
βββ Backend: 4-6 weeks
βββ Testing: 2-3 weeks
βββ Total: 4-6 months
PWA MVP:
βββ Frontend + Backend: 6-8 weeks
βββ Testing: 1-2 weeks
βββ Total: 2-3 months
Speed to learning: 2x faster with PWA
PWAs arenβt always the answer. Consider native apps when you need:
Native advantages:
βββ Advanced camera features (RAW, multi-camera)
βββ Bluetooth LE (limited web support)
βββ NFC payments (Apple Pay requires native)
βββ Background processing (heavy compute)
βββ System-level integrations
βββ AR/VR experiences (WebXR improving but limited)
If your business model requires:
Note: Many successful companies start with PWA, then add native later:
Native better for:
βββ 3D games with complex physics
βββ Real-time multiplayer with low latency
βββ Console-quality graphics
βββ Gamepad integration (improving on web)
Native may be needed for:
βββ Video editing (DaVinci Resolve)
βββ 3D modeling (Blender)
βββ Music production (Logic Pro)
βββ IDE software (though VS Code is web-based!)
Many successful companies use this approach:
Phase 1 (Months 0-6): PWA Only
βββ Build and launch PWA
βββ Validate product-market fit
βββ Gather user feedback
βββ Iterate quickly
βββ Reach profitability
Phase 2 (Months 6-12): PWA + Native Wrappers
βββ Keep PWA as primary
βββ Add app store presence with wrappers
βββ Minimal additional investment
βββ Get app store visibility
Phase 3 (Months 12+): Selective Native Features
βββ Analyze user behavior
βββ Identify which users need native features
βββ Build native for power users only
βββ Keep PWA for mass market
βββ Optimize for both segments
Real-World Example: Starbucks
Starbucksβ strategy:
Result:
// manifest.json
{
"name": "My Awesome App",
"short_name": "MyApp",
"description": "An awesome progressive web app",
"start_url": "/",
"display": "standalone",
"background_color": "#ffffff",
"theme_color": "#007bff",
"orientation": "portrait-primary",
"icons": [
{
"src": "/icons/icon-72x72.png",
"sizes": "72x72",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-96x96.png",
"sizes": "96x96",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-128x128.png",
"sizes": "128x128",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-144x144.png",
"sizes": "144x144",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-152x152.png",
"sizes": "152x152",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-192x192.png",
"sizes": "192x192",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-384x384.png",
"sizes": "384x384",
"type": "image/png",
"purpose": "maskable any"
},
{
"src": "/icons/icon-512x512.png",
"sizes": "512x512",
"type": "image/png",
"purpose": "maskable any"
}
],
"categories": ["productivity", "utilities"],
"screenshots": [
{
"src": "/screenshots/home.png",
"sizes": "540x720",
"type": "image/png"
}
]
}
// service-worker.js
const CACHE_VERSION = 'v1.0.0';
const CACHE_NAME = `my-app-${CACHE_VERSION}`;
const urlsToCache = [
'/',
'/styles/main.css',
'/scripts/app.js',
'/offline.html'
];
// Install event - cache resources
self.addEventListener('install', (event) => {
event.waitUntil(
caches.open(CACHE_NAME)
.then((cache) => {
console.log('Opened cache');
return cache.addAll(urlsToCache);
})
);
self.skipWaiting();
});
// Activate event - clean up old caches
self.addEventListener('activate', (event) => {
event.waitUntil(
caches.keys().then((cacheNames) => {
return Promise.all(
cacheNames
.filter((name) => name !== CACHE_NAME)
.map((name) => caches.delete(name))
);
})
);
self.clients.claim();
});
// Fetch event - serve from cache, fallback to network
self.addEventListener('fetch', (event) => {
event.respondWith(
caches.match(event.request)
.then((response) => {
// Cache hit - return response
if (response) {
return response;
}
return fetch(event.request).then((response) => {
// Check if valid response
if (!response || response.status !== 200 || response.type !== 'basic') {
return response;
}
// Clone the response
const responseToCache = response.clone();
caches.open(CACHE_NAME)
.then((cache) => {
cache.put(event.request, responseToCache);
});
return response;
});
})
.catch(() => {
// Return offline page for navigation requests
if (event.request.mode === 'navigate') {
return caches.match('/offline.html');
}
})
);
});
// Lazy loading images
const imageObserver = new IntersectionObserver((entries, observer) => {
entries.forEach(entry => {
if (entry.isIntersecting) {
const img = entry.target;
img.src = img.dataset.src;
img.classList.remove('lazy');
observer.unobserve(img);
}
});
});
document.querySelectorAll('img.lazy').forEach(img => {
imageObserver.observe(img);
});
// Code splitting
const loadModule = async (moduleName) => {
const module = await import(`./modules/${moduleName}.js`);
return module;
};
// Prefetch critical resources
const prefetchResources = () => {
const links = [
'/api/user',
'/api/products'
];
links.forEach(link => {
fetch(link, { priority: 'low' })
.then(response => response.json())
.then(data => {
// Cache the response
localStorage.setItem(link, JSON.stringify(data));
});
});
};
// Handle install prompt
let deferredPrompt;
window.addEventListener('beforeinstallprompt', (e) => {
// Prevent the mini-infobar from appearing on mobile
e.preventDefault();
// Stash the event so it can be triggered later
deferredPrompt = e;
// Show your custom install UI
showInstallPromotion();
});
function showInstallPromotion() {
const installButton = document.querySelector('#install-button');
installButton.style.display = 'block';
installButton.addEventListener('click', async () => {
// Hide the install promotion
installButton.style.display = 'none';
// Show the install prompt
deferredPrompt.prompt();
// Wait for the user to respond to the prompt
const { outcome } = await deferredPrompt.userChoice;
console.log(`User response: ${outcome}`);
// Clear the deferredPrompt
deferredPrompt = null;
});
}
// Track installation
window.addEventListener('appinstalled', (evt) => {
console.log('PWA was installed');
// Track analytics
gtag('event', 'pwa_install', {
event_category: 'engagement',
event_label: 'PWA Install'
});
});
Starting with a PWA isnβt about compromisingβitβs about being smart with your resources and maximizing your chances of success.
For Startups and New Projects:
For Established Products:
The Strategic Play:
Smart Product Launch Strategy:
Month 1-3: Build PWA
βββ Focus on core value proposition
βββ Launch quickly
βββ Gather user feedback
βββ Cost: $50-120k
Month 4-9: Optimize and Scale
βββ Improve based on usage data
βββ Add features users actually want
βββ Build sustainable growth
βββ Investment: Time, not money
Month 10+: Strategic Native (if needed)
βββ Identify which users need native
βββ Build for that segment only
βββ Keep PWA for mass market
βββ Additional investment: Targeted
Result:
- Faster validation
- Lower risk
- Better product-market fit
- Sustainable growth
Week 1: Planning
β‘ Define core features
β‘ Choose tech stack (React, Vue, Angular, or vanilla)
β‘ Set up development environment
β‘ Design basic architecture
β‘ Plan offline strategy
Week 2-4: Core Development
β‘ Build main application shell
β‘ Implement core features
β‘ Add responsive design
β‘ Create service worker
β‘ Set up manifest file
Week 5-6: PWA Features
β‘ Implement offline functionality
β‘ Add install prompt
β‘ Optimize performance
β‘ Add push notifications
β‘ Test on multiple devices
Week 7-8: Polish and Launch
β‘ Optimize loading speed
β‘ Add analytics
β‘ Test thoroughly
β‘ Deploy to production
β‘ Submit to app stores (if desired)
Week 9+: Iterate
β‘ Monitor usage
β‘ Gather feedback
β‘ Add requested features
β‘ Optimize conversions
β‘ Scale infrastructure
In 2025, choosing to start with a PWA isnβt a compromiseβitβs often the smartest decision you can make. You get:
The companies that succeed today arenβt the ones with the biggest budgets or the most features. Theyβre the ones that reach users quickly, iterate rapidly, and find product-market fit before running out of runway.
PWAs give you the best chance of being one of those companies.
Start with a PWA. Validate your idea. Build sustainable growth. Then, only if you need to, invest in native apps for specific use cases.
Your users wonβt care about the technology. Theyβll care about whether you solve their problem, and whether they can access your solution easily. PWAs deliver on both fronts.
AsyncSquad Labs specializes in building high-performance Progressive Web Apps that deliver native-like experiences without the complexity and cost of traditional app development. We help startups and established companies launch faster, reach more users, and build sustainable products.
Letβs build your PWA and get you to market faster than you thought possible.