Why Your AI Agent Needs a SQLite Task System

Why This Caught My Eye Someone else independently arrived at the same pattern I’ve been building toward: use SQLite as the coordination layer for local AI tools. That independent convergence is the signal worth paying attention to. I’ve already used SQLite for caching in the content discovery agent. This article pushed me to commit to it as the shared state layer across tools, which is now documented as a decided architecture choice. ...

March 12, 2026 · 1 min · Jamal Hansen
DBeaver sample database tables

DBeaver Sample Database: What's Inside and How to Query It

When you install DBeaver, it offers to create a sample database for you. This is worth doing – it gives you real tables with real relationships to query against, without needing to find or import your own data. This post walks through what’s in the sample database, how to connect to it, and the first queries worth running. What is the DBeaver sample database? The sample database is a SQLite database that DBeaver generates locally on your machine. SQLite stores the entire database in a single file, so there’s nothing to configure or connect to remotely – DBeaver handles it all. ...

April 20, 2025 · 3 min · Jamal Hansen