Deployment Environments

The platform architecture segregates configurations by environment mode to support safe validation before deploying updates.

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1. Environment Topology

Deployment Topologies
├── Local Development           # Embedded dev servers utilizing non-optimized JS/TS builds
├── Staging Validation          # Pre-production validation environment mimicking cloud infrastructure
└── Production Cluster          # Highly available, scaled production nodes

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2. Configuration Isolation

To prevent cross-environment data contamination, deployments use distinct backend connection properties: - Database Targets: Staging workers target scrubbed data sources to validate queries safely. Production clusters connect directly to live production DB instances. - Session DB Segregation: Separate MongoDB connection strings are used per environment to isolate active user dashboard configurations.