Practical guides for data teams
Deep dives on data engineering, automation, and data extraction. No fluff, just actionable insights from real projects.
Data Engineering
Snowflake to Databricks Migration Playbook
A step-by-step guide to migrating from Snowflake to Databricks, including schema translation, query conversion, and reconciliation testing strategies.
PipelinesHow to Build Reliable ETL Pipelines
Best practices for building ETL pipelines that don't break at 3am. Covers error handling, monitoring, idempotency, and data validation.
QualityData Quality Checks & Reconciliation Testing
How to catch data issues before your stakeholders do. Practical frameworks for validating data accuracy across systems.
Automation & Integrations
How to Integrate HubSpot with Power BI for Custom Object Analytics
Complete guide to building a HubSpot API integration for Power BI dashboards. Extract contacts, custom objects, and lifecycle data for analytics that HubSpot reporting can't provide.
ToolsZapier vs n8n for CRM Automation
An honest comparison of Zapier and n8n for CRM workflows. When to use each, cost analysis, and migration considerations.
HubSpotHubSpot Custom Code & Dedupe Workflows
Using HubSpot Operations Hub custom code for advanced deduplication and data cleanup. Includes working code examples.