Data & realtime

Data models, transactions and live product interactions

A serious backend is not only its HTTP routes. It also depends on persistence, guarantees and realtime flows.

Technology

PostgreSQL

Engineering layer

Technology

MySQL

Engineering layer

Technology

MongoDB

Engineering layer

Technology

Redis

Engineering layer

Operational perimeter

Stack

6 items

Technologies, frameworks and tools grouped into one coherent engineering perimeter.

Topics

6 pages

Detailed documentation pages available from this parent ecosystem.

Model

2 sections

Decision blocks that explain how this ecosystem is used in real delivery.

01

Databases

PostgreSQL, MySQL and MongoDB according to the shape of the problem.

02

Typed access

Prisma for safer persistence contracts.

03

Realtime

Redis and Socket.IO for cache, state and live interactions.

Covered scope

The stack should communicate concrete engineering roles, not only names.

This parent page introduces the operational perimeter. It should help a client, recruiter or technical lead understand what the ecosystem is for before diving into individual topic pages.

Stack overview

Visual map of the technologies used in this ecosystem

Technology

PostgreSQL

Engineering layer

A technical building block inside the product engineering perimeter.

Technology

MySQL

Engineering layer

A technical building block inside the product engineering perimeter.

Technology

MongoDB

Engineering layer

A technical building block inside the product engineering perimeter.

Technology

Redis

Engineering layer

A technical building block inside the product engineering perimeter.

Technology

Prisma

Engineering layer

A technical building block inside the product engineering perimeter.

Technology

Socket.IO

Engineering layer

A technical building block inside the product engineering perimeter.

01Persistence

Choose a data model that matches the business

Storage choices should reflect guarantees and use cases, not arbitrary taste.

Relational schemas, constraints, indexes and transactions.

Document models when flexibility is genuinely relevant.

Data access that remains understandable, testable and domain-aware.

02Realtime

Connect the backend to immediate experience

Realtime systems should stay reliable, modeled and observable.

Rooms, events, messages, presence and targeted broadcasting.

Cache, temporary state, rate limits and supporting services.

Chat, support, notifications and admin interfaces with live behavior.

Documentation paths

Concrete pages below this ecosystem

Each card opens a dedicated technical page. The parent remains strategic and readable, while the child pages carry the detailed framework, tool or platform explanation.

Focused discussion

Need support around this ecosystem?

I can contribute on architecture, implementation, technical recovery or quality hardening around this scope.