Insights for Data Leaders & Analytics Teams
Practical analysis, tools, and lessons from real data teams
Looking for answers about Stripe metrics, dbt migrations, or modern data stacks? Start here.
SQLMesh Guide: 5 Key Patterns & Best Practices for Data Teams
Master 5 SQLMesh best practices- faster environments, safer testing, and zero-downtime deployments for a modern data workflow.
Getting Started with dlt: A Simple, Scalable Way to Handle Data Ingestion
Ingestion used to feel like the unglamorous part of the data pipeline- until we tried dltHub.
The Stripe Modeling Guide We Wish We Had
From time zone confusion to tricky MRR logic and FX conversion delays, building reliable Stripe models takes more than a plug-and-play mindset. We break down what to watch for—and how to fix it using dbt.
What We Delivered for Our Serverless Data Stack
We built a serverless data stack from the ground up using DuckDB, SQLMesh, and S3 for a global nonprofit. Our open-source-first approach eliminated SaaS dependencies while empowering developers with reproducible environments, Python-powered transformations, and collaborative workflows.
AWS Cross-Account Authentication in a Data Pipeline
Forget hardcoded credentials. We built a bulletproof AWS pipeline that scales across accounts (with zero vendor lock-in).