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Backend & dataStack guide · 16.x

PostgreSQLWhat it is, and why it's in our toolbox

The relational default: JSONB when documents fit better, pgvector when AI features need memory, row-level security when compliance asks.

Why Chimbuk uses it

Projects with reporting, billing or graphs go relational-first. pgvector is how RAG demos ground on your own data without renting a separate vector silo.

How we work with it

The working rule on every engagement: a technology stays only while it pays rent — in developer speed, runtime performance, hosting cost or hiring availability for your future team. PostgreSQL passed that test; the written case for it (and its honest trade-offs) goes into your project's decision log, so nobody has to reverse-engineer the reasoning after handover.

In this studio today

You can see postgresql doing real work on this very site and across the Concept Lab demos — including the CSS-rendered device screens on /concepts — and, where it concerns shipped product, in the verified work ledger under our own Google Play label.

Begin the ascent

Want PostgreSQL doing this kind of work for you?

Tell us what you're building — we'll say honestly whether this tool (or a duller one) wins.