Infrastructure

Six services. Global edge. Near real-time.

Firebase, Cloudflare Workers, and six purpose-built microservices power every sync in SpineWorkspace.

See the architecture

Normalization to UI

Near real-time

Continuous entity updates

Purpose-built services

Single-responsibility microservices

Edge distribution

Global

Cloudflare Workers at the edge

Firebase Architecture

Real-time sync and event-driven state

Realtime Database

Near real-time entity state updates to every client.

State Persistence

Survives refreshes, timeouts, and device switches.

Cloud Functions Eventing

Pure event-driven downstream processing — no polling.

Service Architecture

Six microservices, one clear responsibility each

Spine Service

Core the record, entity resolution, schema governance.

Context Service

Real-time view assembly and conflict detection.

Twin Service

AI reasoning engine and signal detection.

Approval Service

Governance enforcement and human-in-the-loop routing logic.

Action Service

Write-back execution with 24h rollback window.

Notification Service

Alert routing and digest generation — no spam.

Cloudflare Edge & Scale

Edge distribution and async queue management

Cloudflare Edge

Workers at edge for low-latency global access.

D1 / R2 Storage

Distributed, globally replicated, cost-efficient storage.

Queue Management

Async processing — no data lost during spikes.

Built for scale from day one.

Walk through the full architecture in a 30-minute session.

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Infrastructure Deep Dive

Built for speed. Built to last.

Scroll to explore the infrastructure that powers continuous sync and reliable delivery.

Real-Time Sync

The workspace shows the result

Firebase real-time layer delivers changes to the Workspace quickly. No polling, no stale data.

WebSocket-based real-time data push

Optimistic UI updates with server reconciliation

Change notifications across all connected views

Offline-capable with automatic sync on reconnect

Data Pipeline

One connection

Raw data flows through extraction, validation, dedup, entity resolution, enrichment, scoring, indexing, and distribution.

Parallel processing across pipeline stages

Dead letter queue for failed transformations

Pipeline metrics with stage-level latency tracking

Automatic retry with exponential backoff

Edge Network

Global edge with regional data residency

CDN-cached static assets. API requests routed to the nearest edge. Data stays in the region you choose.

Multi-region deployment for global teams

Data residency enforcement at the storage layer

Edge caching for sub-50ms page loads

Automatic failover between regions

Observability

Full-stack monitoring and alerting

System health, pipeline throughput, connector status, and error rates — monitored 24/7 with automated incident response.

Real-time system health dashboard

Pipeline throughput and latency metrics

Connector health monitoring with auto-reconnect

Automated incident detection and escalation

Reliability

Built for reliability with zero-downtime deploys

Blue-green deployments. Automated rollback. No maintenance windows. Your team keeps access during updates.

Blue-green deployment with instant rollback

Zero-downtime database migrations

Automated health checks every 30 seconds

Health checks and automated incident escalation