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.
Learners reached
Countries
Free essays and videos
Chapters in the book
A simpler way to learn the hard parts.
Data engineering and AI keep getting more powerful — and more confusing. Every week brings a new tool, a new model, a new architecture. Most of it is 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 around the world found those notes useful, and over the years the notes grew into essays, videos, and learning paths used by data professionals in more than sixteen 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 changes, what you read changes with it.
One book. One blog. A growing practice library.
The book
The Context Advantage — 36 chapters on Context, Control, Cost, and Choice.
Read the bookThe blog
Short, practical field notes from the agentic era, published most days.
Read the essaysPractice exams
Full-length practice for the Databricks Context Engineer Associate certification.
Start practisingWritten by Team BricksNotes.
We are a small editorial team of practising data engineers, AI builders, and writers. We do not ghostwrite for vendors. We do not chase model releases. We write what stays useful after the news cycle moves on. If you have learned something from us, that is the work.
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