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Real-Time Sync

Real-time sync is the process of ensuring that data changes in one system are immediately propagated to all connected systems, maintaining consistent state across multiple data sources without manual refresh.

Understanding Real-Time Sync

When you update a task in Linear, add an event in Google Calendar, or receive an email in Gmail, GAIA needs to know about these changes immediately to make accurate decisions. Real-time sync uses webhooks and event streaming to push changes to GAIA the moment they occur rather than waiting for a scheduled data refresh. This immediacy is essential for a proactive AI assistant: stale data leads to outdated context, missed deadlines, and incorrect scheduling decisions. Effective real-time sync must handle conflicts, idempotency, and event ordering to maintain reliable consistency.

How GAIA Uses Real-Time Sync

GAIA maintains real-time sync across all connected tools through webhook subscriptions. When any connected tool updates data — a calendar event changes, a task is completed, a Slack message arrives — GAIA receives the event immediately and updates its internal context.

Related Concepts

Webhook

A webhook is an HTTP callback mechanism where a system sends an automated HTTP request to a specified URL whenever a defined event occurs, enabling real-time notification and integration between services without polling.

Event-Driven Architecture

Event-driven architecture (EDA) is a software design pattern where system components communicate through events — discrete notifications that something has happened — enabling loose coupling, real-time responsiveness, and scalable reactive systems.

API Integration

API integration is the process of connecting different software applications through their Application Programming Interfaces, enabling them to share data and functionality directly.

Offline-First

Offline-first is a software design approach where applications are built to function fully without an internet connection, using local storage for data and syncing changes with remote servers when connectivity is available.

Frequently Asked Questions

GAIA applies conflict resolution strategies based on the type of data and the nature of the conflict. For calendar events, the most recent update wins. For tasks with concurrent status changes, GAIA surfaces the conflict for human resolution rather than silently overwriting data.

GAIA implements periodic polling as a fallback for any webhooks that may have been missed due to network issues or service downtime. This ensures eventual consistency even when real-time events are disrupted.

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