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Engineering, product & ideas

Deep dives into how we build River, guides for self-hosted infrastructure, and the occasional opinion.

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Engineering

From Bare Metal to Brilliant Cloud: How We Rethought Our Server Operating System

Discover how River brings databases, containers, query engines, notebooks, AI workflows, and Business Intelligence into one connected workspace for developers and data teams.

Sep 29, 20266 min read
From Bare Metal to Brilliant Cloud: How We Rethought Our Server Operating System
Data & Analytics

From Reader to Practitioner — What to Learn Next

You've got the foundations. Here's your roadmap from beginner to confident data practitioner.

SQL for Humans · Part 8

Sep 22, 20267 min read
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Part 8
Data & Analytics

SQL + AI — Your New Data Co-Pilot

AI can write SQL for you. But should you trust it? Here's how to use AI as a co-pilot, not autopilot.

SQL for Humans · Part 7

Sep 22, 20267 min read
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Part 7
Data & Analytics

Combining Tables — Connecting the Dots

Real data lives in multiple tables. JOINs connect them — like puzzle pieces clicking together.

SQL for Humans · Part 6

Sep 22, 20268 min read
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Part 6
Data & Analytics

Counting, Summing, Averaging — The Big Picture

How many? How much? What's the average? SQL answers these in milliseconds.

SQL for Humans · Part 5

Sep 22, 20268 min read
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Part 5
Data & Analytics

Sorting & Ranking — Making Sense of the Answers

Data without order is just noise. Learn to sort, rank, and surface what matters most.

SQL for Humans · Part 4

Sep 22, 20266 min read
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Part 4
Data & Analytics

Filtering the Noise — Finding What Matters

Not all data is useful. WHERE lets you cut through the noise and find exactly what you need.

SQL for Humans · Part 3

Sep 22, 20267 min read
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Part 3
Data & Analytics

Your First Query: Asking a Database a Question

SELECT, FROM ; two words that unlock any database. Let's write your first query together.

SQL for Humans · Part 2

Sep 22, 20267 min read
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Part 2
Data & Analytics

Why Everyone's Talking About Data (And Why You Should Care)

You don't need to be a data scientist to be data-literate. Here's why SQL is the most valuable skill nobody told you about.

SQL for Humans · Part 1

Sep 22, 20266 min read
Why Everyone's Talking About Data (And Why You Should Care)
Part 1