
· 7 min read
How appointment booking works on WhatsApp
The exact conversation Shayopra ships for clinics and local businesses: Book, My visits, Cancel, then 24-hour and 2-hour reminders plus a next-day follow-up.
Blog
Notes from WhatsApp automation, AI image and wellness apps, Mixpanel, iOS and Android, FastAPI backends, and the MVPs we actually ship.

· 7 min read
The exact conversation Shayopra ships for clinics and local businesses: Book, My visits, Cancel, then 24-hour and 2-hour reminders plus a next-day follow-up.

· 8 min read
How to automate support, orders, and reminders on the official WhatsApp Business API, and why unofficial WhatsApp Web bots are a liability.
· 8 min read
Where AI actually pays off inside custom software, what to measure, and why a chatbot on the marketing site is usually the wrong first feature.

· 6 min read
Six jobs that belong on the WhatsApp Business API: appointment booking, instant replies, lead capture, order and payment updates, reminders, and custom workflows.
· 7 min read
How startups can ship a first version that is small enough to finish and solid enough to show customers, without painting themselves into a rewrite.

· 6 min read
How the same official WhatsApp desk changes for retail, fitness, beauty, healthcare, restaurants, real estate, education, and travel, without a fake testimonial wall.
· 7 min read
A buyer’s checklist for founders and operators: questions to ask, warning signs, and how to compare proposals without getting lost in hourly rates.
· 8 min read
When custom software is worth it, how scoping actually works, and how to keep a build from turning into an open-ended rewrite.

· 7 min read
Shipping AI media apps: multi-model integrations (OpenAI, Kling, Seedance), Node.js APIs, Firebase, admin dashboards, subscriptions, and Google Cloud: what to plan before the demo.

· 7 min read
What an AI wellness product actually needs: conversational GPT flows, ElevenLabs voice, personalized journeys, Firebase, GCP, RevenueCat, and App Store launch.
· 7 min read
How to ship Screen Time productivity apps: app blocking, focus modes, SwiftUI architecture, Apple entitlements, Firebase, RevenueCat, Mixpanel, and App Store review.

· 7 min read
Product analytics for mobile teams: SDK setup, event taxonomy, funnels, retention, and revenue tracking on iOS and Android, without polluting the codebase.

· 7 min read
Patterns for Mixpanel on iOS: SDK install, typed event helpers, identity, super properties, and App Store–safe tracking.

· 6 min read
Mixpanel on Android with Kotlin: Gradle setup, lifecycle-safe tracking, identity, ProGuard rules, and feature parity with your iOS event schema.
· 6 min read
How to ship AI keyboard apps: extension architecture, LLM integration, a secure backend proxy, Firebase, and App Store constraints.
· 6 min read
How to ship fitness apps with live camera rep counting, Vision/Core ML, Firebase leaderboards, and engagement loops.
· 5 min read
Batch conversion, multi-channel pipelines, waveform UI, and metadata export for pro audio workflows, without blocking the main thread.
· 6 min read
Social mobile games: Firestore state, Cloud Functions, live voting, RevenueCat subscriptions, AdMob, and room-based architecture that can scale.
· 6 min read
What a ride-hailing or logistics iOS app needs: live tracking, Socket.IO, Google Maps, PayPal, and reliable updates on poor networks.
· 6 min read
How to connect Python backends and LLM APIs to native iOS apps: architecture patterns, latency, and what to ship first.
· 5 min read
Using FastAPI for mobile app backends: auth, validation, rate limiting, and patterns that work with iOS and Android clients.
· 5 min read
Scoping AI-powered products that can grow from MVP to production without a full rewrite.