We write the BricksNotes you wish you had when you started.
BricksNotes is a publication for data and AI professionals. Stories, patterns, and practical playbooks — written the way we wish someone had explained this work to us when we were learning it ourselves.
A simpler way to learn the hard parts.
Data engineering and AI keep getting more powerful — and more confusing. Every week a new tool, a new model, a new architecture. Most of it written for the people who already understand it.
BricksNotes started as a small set of notes for ourselves — explaining the messy parts of the lakehouse, the agentic stack, and modern data work in plain English. Readers from around the world found those notes useful, and over years it grew into essays, videos, and learning paths used by data professionals across 16+ countries.
The Context Advantage is the long-form distillation of that work — the framework we wish every data professional had before walking into the agentic era.
Three principles. Every essay, video, and chapter.
Stories first
Every essay, video, and chapter opens with a real scene. You remember stories. You forget definitions.
Platform independent
We map patterns across Databricks, Snowflake, BigQuery, and open lakehouse stacks — never one-vendor playbooks.
Updated continuously
BricksNotes is a living publication. As the agentic era evolves, what you read evolves with it.
Data professionals around the world learn with us.
Data professionals reached
Countries learning with us
Free essays + videos shipped
One book. One blog. A growing library.
Written by Team BricksNotes
We're a small editorial team of practicing data engineers, AI builders, and writers. We don't ghostwrite for vendors. We don't chase model releases. We write what stays useful after the news cycle moves on. If you've learned something from us, that's the work.