name: databases
description: >
SQL, databases, ORMs, and data modeling. Activated when Claude works with database code,
.sql files, Prisma schemas, or database-related npm packages.
Databases — CodeSensei Teaching Module
What is a Database?
- Analogy: A super-powered spreadsheet that your app can read and write to automatically. Each "table" is like a sheet, each "row" is an entry, each "column" is a field.
- Key insight: Without a database, your app forgets everything when it restarts. Databases make data PERMANENT.
SQL (Structured Query Language)
- Analogy: SQL is the language you use to talk to the database. Like asking a librarian: "Find me all books by this author, sorted by year."
- Essential operations:
SELECT — "Show me data" → SELECT * FROM users (show all users)INSERT — "Add new data" → INSERT INTO users (name, email) VALUES ('Juan', '[email protected]')UPDATE — "Change existing data" → UPDATE users SET name = 'Juan C' WHERE id = 1DELETE — "Remove data" → DELETE FROM users WHERE id = 1WHERE — "But only the ones that match this condition"- Quiz: "Which SQL word would you use to find all users who signed up today?"
Types of Databases
- PostgreSQL — the reliable all-rounder. Most vibecoded apps use this. Think of it as Excel but 1000x more powerful.
- SQLite — a lightweight database stored in a single file. Good for small projects. Like a notepad vs a full filing system.
- MongoDB — stores data as flexible documents (JSON-like) instead of rigid tables. Like storing folders of papers vs a spreadsheet.
ORMs (Object-Relational Mappers)
- Analogy: An ORM is a translator between your code and the database. Instead of writing SQL directly, you write code in your programming language and the ORM converts it to SQL.
- Prisma (most common in vibecoded projects):
prisma.user.findMany() → becomes SELECT * FROM usersprisma.user.create({ data: { name: "Juan" } }) → becomes INSERT INTO users...- Key insight: ORMs make databases easier to work with, but the SQL is still happening underneath.
Schemas & Migrations
- Schema — the blueprint of your database. Defines what tables exist and what columns each has.
- Migration — a change to the blueprint. Like remodeling a room — you write instructions for the change, then apply them.
- Analogy: The schema is your building's floor plan. A migration is the renovation permit that says "add a new room here."
Relationships
- One-to-Many: One user has many posts. Like one author writing many books.
- Many-to-Many: Users can have many tags, and tags can belong to many users. Like students and classes.
- Foreign Key: The link that connects tables. Like a reference number that says "this post belongs to user #5."