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How we eliminated calendar conflicts across multiple platforms – real integration lessons

Over the last months, I’ve been working on solving a problem that kept appearing in many companies I cooperated with:
calendar chaos across multiple platforms.

Google Calendar, Outlook, iCloud, internal CRMs, booking systems, sales tools — everything works well individually, but once companies start using multiple systems, conflicts, double bookings and missed meetings become surprisingly common.

Main problems we observed:

  • double bookings between Google & Outlook
  • no real-time synchronization
  • lack of central control
  • fragile webhook-based integrations
  • poor scalability for larger teams

What worked well:

Instead of building fragile one-way syncs, we focused on:

  • real-time bidirectional synchronization
  • conflict detection before events are created
  • centralized event processing layer
  • unified API for all calendar providers

Key lessons learned:

  1. Polling-based sync is unreliable at scale
  2. Webhooks alone are not enough
  3. Event normalization is harder than expected
  4. Timezone handling is one of the biggest hidden problems
  5. Race conditions appear much more often than people expect

Technical stack:

  • REST API based integration layer
  • message queue for event processing
  • conflict resolution logic
  • audit logging for every sync operation

Questions to the community:

  • How do you currently handle multi-calendar synchronization?
  • Have you experienced issues with calendar conflicts in production?
  • What platform gave you the biggest headaches?

Happy to exchange experiences — this area seems simple on the surface but quickly becomes complex in real production systems.