#SQL

6 posts
Development

The Query Was Fine Until the Table Hit a Million Rows

Your app was fast for a year. Nothing changed — same code, same server, same query you wrote in an afternoon and never thought about again. Then one Tuesday the orders page takes eleven seconds to loa...

2026.08.22 · 18 min read · views 506
The Query Was Fine Until the Table Hit a Million Rows
Development

The JOIN That Quietly Dropped Half Your Data

You wrote a query to list your customers and their orders. It ran fine — but half your customers vanished from the results. The ones who never placed an order simply weren't there. Nothing errored, no...

2026.08.12 · 15 min read · views 847
The JOIN That Quietly Dropped Half Your Data
Development

Every SQL JOIN, Explained by One Simple Question

You wrote a query. It ran. And then it returned 40,000 rows when your `customers` table only has 8,000. Or worse: it returned nothing at all, even though you can see the matching records right there i...

2026.08.04 · 17 min read · views 1,203
Every SQL JOIN, Explained by One Simple Question
Development

SQL JOINs Explained: The Two Questions That Settle All Four Types

You've written a query that pulls every customer in your database. It runs fine. Then someone asks a simple-sounding question: which customers placed an order last month, and what did they spend? Sudd...

2026.07.25 · 19 min read · views 1,000
SQL JOINs Explained: The Two Questions That Settle All Four Types
Development

SQL Window Functions: The Feature That Turns Hard Queries Into One Line

You already know how to write a `GROUP BY`. You can total up sales by month, count users by country, average an order value without breaking a sweat. Then someone asks a question that sounds just as s...

2026.07.14 · 10 min read · views 948
SQL Window Functions: The Feature That Turns Hard Queries Into One Line
Development

SQL Window Functions, Explained Without the Headache

You have a table of sales, and your boss asks a deceptively simple question: "For each salesperson, show me their monthly total and how that compares to the month before." You know how to get the mont...

2026.07.03 · 16 min read · views 1,279
SQL Window Functions, Explained Without the Headache
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