Reliable Data Engineering

Data Engineering Is Not One Job Anymore

Ten years ago, being a generalist worked. In 2026, companies don't hire "tool collectors." They hire specialists who solve specific problems exceptionally well. Here's which path pay and which leaves you unemployable.

dbt Is Not an ETL Tool — And That’s Okay

dbt is often treated like a full ETL platform — and that expectation causes more problems than it solves. In this episode, we break down what dbt was actually designed for, where it shines, where it doesn’t, and why accepting its limits leads to cleaner pipelines and better data architecture.

Comparing Databricks, Snowflake, and BigQuery: Same Query, Real Costs

A side-by-side analysis of query performance, pricing, and operational differences across three leading data platforms

I Replaced My Databricks Pipeline with AI Agents — Here’s What Actually Happened

A story about how AI agents what do for us!

How AI Will Transform Data Engineering in 2026

A realistic look at what’s coming and the skills that will keep you ahead of the curve