Building a scheduling tool like Calendly — calendar sync, timezone correctness, round-robin routing, and the conflict handling that makes it trustworthy.
Everything depends on knowing someone's real availability, right now, across calendars they don't manage in your app.
Two-way sync. Read existing events to block availability; write bookings back so other tools see them. Read-only sync produces double-bookings and destroys trust immediately.
Webhooks, not polling. Google Calendar and Microsoft Graph both push change notifications. Polling every few minutes is both expensive and too slow — a meeting booked elsewhere sixty seconds ago must already block your slot.
Token refresh and revocation. OAuth tokens expire and users disconnect accounts. Handle re-authentication gracefully; silently failing sync is worse than no sync because the user still trusts it.
Multiple calendars per user. Work and personal both block availability, but only one should receive bookings.
Timezone bugs here don't produce error messages. They produce missed meetings.
Buffer before and after, minimum notice, maximum bookings per day, date-range limits, and the increment slots start on. These are the difference between a demo and something a person will rely on.
Round-robin distribution with fairness tracking, collective events requiring several people free simultaneously, and routing rules that pick the right host from form answers. This is also where the money is — team scheduling is the paid tier in essentially every product in this category.
Two people booking the last slot at the same moment is normal. Enforce uniqueness at the database level with a constraint on host and time range. Application-level checking will let doubles through under load, and in this product a double-booking is the one unforgivable failure.
Webhook-driven, with graceful re-auth handling.
Local time plus zone, so DST doesn't shift slots.
The one unforgivable failure, prevented properly.
Two-way: read existing events to block availability and write bookings back so other tools see them. Use webhook change notifications from Google Calendar and Microsoft Graph rather than polling, since a meeting booked elsewhere a minute ago must already block the slot. Read-only sync causes double-bookings and destroys trust.
Storing recurring availability as a fixed UTC offset instead of local time plus timezone. When daylight saving changes, every future slot shifts by an hour. These bugs produce no error message — they produce missed meetings, which is why timezone handling deserves attention up front.
Team scheduling, almost universally — round-robin distribution with fairness tracking, collective events needing several people free at once, and routing rules that select a host from form answers. Individual scheduling is the free acquisition tier in essentially every product in this category.
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From content platforms and AI assistants to analytics dashboards and fintech solutions—see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.

AI-powered content creation and management platform that helps teams produce high-quality articles at scale.

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Streamlined loan management system that simplifies borrowing and lending processes.
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