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Connectors & Integration Patterns Catalog
Tested connector patterns, recipes, and runbooks to reduce brittle integrations and speed data onboarding for teams and operators.
Connectors & Integration Patterns Catalog
Practical connector patterns, reusable recipes, and runbooks that help teams build dependable integrations and fix them faster when they fail.
Why this matters
Most organizations spend more time rebuilding integrations than improving the insights those integrations should enable. A small bug, an unhandled schema change, or a poorly documented connector can stop downstream analytics, delay decision-making, and create duplicated engineering work across teams. This catalog helps you avoid those traps by collecting proven patterns, common failure modes, and step-by-step troubleshooting guidance.
What you'll understand and be able to do
After using the catalog you will be able to:
- Recognize and select a connector pattern that fits your use case (batch export, change-data-capture, streaming, API sync, file ingest).
- Use recipe templates to standardize authentication, error handling, retries, schema evolution, and observability.
- Follow a troubleshooting runbook to isolate faults, collect the right logs and metrics, and restore data flows with lower MTTR.
- Copy and adapt runbooks and checklists into your team’s deployment and incident processes so solutions are repeatable and auditable.
Who benefits
Data engineers, analysts, site operators, platform engineers, IT managers, and small business owners who rely on timely, accurate data will find practical value. Examples include syncing point-of-sale systems to BI for a restaurant chain, streaming sensor telemetry from a factory floor into an OEE dashboard, moving EHR extracts into a research analytics warehouse, or replicating CRM updates into a customer success platform.
What's in the catalog
This resource brings together focused artifacts designed for immediate use and local adaptation, including:
- Connector & Integration Troubleshooting Guide — common symptoms, root causes, and diagnostic checks.
- Connector & Integration Patterns — design recipes for common architectures and trade-offs.
- Connector Troubleshooting Runbook — a step-by-step incident playbook teams can copy into their operational processes.
How to use it in your organization
Start by auditing your active connectors and classifying them by pattern (e.g., batch, streaming, API). Apply the recipe templates to the highest-risk flows, then import or copy the runbook into your incident response toolchain. Use the catalog as a living reference: adapt patterns to your authentication, data governance, and monitoring standards, and keep local copies versioned under your change control process.
Explore the guides to diagnose a failing integration, copy the runbook to your operations playbooks, or use the patterns as a baseline for new connector development.
Make useful resources part of something bigger.
The Hunger Engine is moving toward living domains, toolkits, and collections that people and organizations can explore, acquire, tailor, extend, and improve. A useful resource can become part of a personal collection, team toolbox, site-specific domain, or shared enterprise capability.
Start with what you're hungry to improve. As your needs grow, collections can bring together knowledge, audits, forms, dashboards, data, AI, integrations, and other capabilities without requiring you to start from scratch.