engineer-data-connectors

What problem does it solve?

This skill helps engineering teams reliably connect Braze to third-party workflow automation tools, managed ETL pipelines, event routers, and cloud storage destinations so event, user, and purchase data flows are authenticated, mapped, and delivered without loss or excessive latency.

Core Features & Use Cases

• Authentication & Permissions: Guidance for API keys, OAuth, IAM role ARNs, and GCP service account JSON keys, including credential rotation and scoped permissions.
• Schema & Field Mapping: Field-level mapping to Braze's /users/track format, handling external_id, ISO 8601 timestamps, and custom event property limits.
• Sync Scheduling & Throughput: Recommendations for real-time vs batch tradeoffs, batching strategies, rate-limit handling, exponential backoff, and monitoring for connector lag.
• Currents Destinations: Configuration notes for Amazon S3, Google Cloud Storage, and Azure Blob for Braze Currents, including bucket/prefix setup and export formats.
• Tool Integrations: Practical workflows for Zapier, Fivetran, Airbyte, MetaRouter, Nexla, Mozart Data, and Snowplow with common pitfalls and fixes.
• Common Mistakes & Fixes: Quick remediation for typical errors like wrong primary identifiers, timestamp formats, overly broad API keys, and missing Currents permissions.

Quick Start

Configure an Amazon S3 Currents destination using Role ARN authentication, map external_id as the primary user identifier, and validate with a credentials and test-event check.