Stmtk — Tool

SELECT * FROM users WHERE id = ? AND name = ?; Now you can compare the fingerprints of your slow queries against your fast ones. If two logical queries have different fingerprints, you know the application code is the culprit. Let’s say you are debugging a slow application endpoint. Here is how stmtk changes the workflow:

Copy the slow query from logs -> Paste into EXPLAIN -> Stare at sequential scan -> Guess which index to add -> Deploy -> Pray.

It treats SQL as code , not just as a string to ship over a wire. For platform engineers, DBREs, and backend developers who hate guessing games, stmtk is a breath of fresh air. stmtk tool

SELECT * FROM users WHERE id = 12345 AND name = 'Alice';

curl -sSL https://get.stmtk.dev | sh

Unlike database-specific tools (like pg_stat_statements or SQL Server’s Query Store), stmtk is and client-first . It doesn't just tell you what the database did ; it tells you what the statement is . The Top 3 Reasons You Need stmtk Yesterday 1. The "Impossible" Syntax Error We’ve all been there. You paste a 200-line SQL block into your terminal. The database throws back: ERROR: syntax error at or near ")" . But which one? There are seventeen closing parentheses.

Have you used stmtk in production? What’s your favorite hidden flag? Let me know in the comments. Note: This post is based on the conceptual tooling pattern of stmtk . For the actual latest commands and installation instructions, check the official repository. SELECT * FROM users WHERE id =

When a statement fails—or worse, runs slowly —most of us fall back to the same old tools: EXPLAIN , manual logging, or copy-pasting into a GUI. But there is a newer, sleeker command-line utility that deserves a spot in your toolkit: .