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TEKNOLOGIER

driver

brainful

Senast uppdaterad 25 Juli 2025

Stora produkter kräver stora grunder. Vi har sammanställt en teknisk stack som representerar höjdpunkten av modern ingenjorskonst— varje verktyg noggrant utvalt för prestanda, säkerhet och utvecklarglädje. Detta är inte en uttaomfattande lista, och den uppdateras inte ofta, men det representerar en ögonblicksbild av de mest betydelsefulla teknologier som vi kände oss tvungna att dela vid denna tidpunkt. För de nyfikna som utforskar framkanten, här är vad som driver brainful.

Språk

Python

Primärt backend-språk

Driver hela vår backend-infrastruktur, AI-integrationer, och databehandlingspipelines. Python's rikt ekosystem möjliggör snabb utveckling av komplexa funktioner samtidigt som kodtydlighet bibehålls.

BackendAI/MLDatabehandling

JavaScript

Frontend-interaktivitet

Möjliggör rika, interaktiva användarupplevelser med moderna ES6+ funktioner. Driver våra realtidsuppdateringar, dynamiska UI-komponenter och sömlös klient-serverkommunikation.

FrontendRealtidInteraktivt ui

TypeScript

Typsäker frontend-utveckling

Lägger till statisk typning till javascript, fångar fel vid kompileringstid och möjliggör bättre IDE-stöd. Kritiskt för att upprätthålla kodkvalitet i vår växande frontend-kodbas.

TypsäkerhetUtvecklarupplevelseKodkvalitet

Ramverk

Django

Webapplikationsramverk

The backbone of brainful's backend. Django's batteries-included approach, robust ORM, and excellent security features make it the gold standard for building scalable, secure applications.

Web FrameworkORMSecurity

Django REST Framework

API-utveckling

Powers our comprehensive REST API, enabling seamless integration with mobile apps, third-party services, and future expansions of the brainful ecosystem.

REST APISerializationAuthentication

Django Channels

WebSocket-stöd

Enables real-time features like live collaboration, instant updates, and AI streaming responses through WebSocket connections.

WebSocketsReal-timeAsync

Bibliotek

HTMX

Modern webb utan komplexitet

Allows us to build modern, dynamic web applications while keeping our frontend simple. HTMX enables rich interactions without the complexity of heavy JavaScript frameworks.

HypermediaAJAXSimplicity

Tailwind CSS

Utility-first CSS-ramverk

Enables rapid UI development with consistent design patterns. Tailwind's utility classes keep our CSS bundle small while providing infinite flexibility.

CSS FrameworkUtility-FirstResponsive

LLMShield

AI-säkerhetslager

Enterprise-grade PII protection for LLM interactions. Automatically detects and replaces sensitive data with secure placeholders before transmission, then restores original values in responses.

PII ProtectionEnterprise SecurityPattern Recognition

Celery

Distribuerad uppgiftskö

Handles background tasks like AI processing, email sending, and data indexing. Ensures the main application remains fast and responsive.

Task QueueAsync ProcessingDistributed

Databaser & Lagring

PostgreSQL

Primär databas

The world's most advanced open source database. With PostGIS for spatial data and pgvector for AI embeddings, PostgreSQL handles all our complex data needs.

ACID CompliantPostGISpgvector

Redis

Minnesintern datalagring

Powers our caching layer, session storage, and real-time features. Redis's blazing speed ensures instant access to frequently used data.

CacheSessionsPub/Sub

Utvecklingsverktyg

Ruff

Python-linter & formaterare

An extremely fast Python linter and formatter written in Rust. Ensures consistent code style and catches potential issues before they reach production.

LintingFormattingFast

Prettier

Kodformaterare

Ensures consistent formatting across all JavaScript, TypeScript, and CSS files. Eliminates style debates and lets developers focus on logic.

JS/TS FormattingCSS FormattingConsistency

Webpack

Modulbuntare

Bundles and optimises our JavaScript and CSS assets. Enables code splitting, tree shaking, and other optimisations for faster page loads.

BundlingOptimizationHMR

Git

Versionskontroll

The foundation of our development workflow. Enables collaboration, code review, and maintains a complete history of every change.

Version ControlCollaborationHistory

Infrastruktur & Devops

Docker

Containerisering

Ensures consistent environments from development to production. Simplifies deployment and scaling while maintaining security isolation.

ContainersIsolationPortability

GitHub Actions

CI/CD-pipeline

Automates testing, building, and deployment. Every code change is validated through comprehensive test suites before reaching production.

CI/CDAutomationTesting

Säkerhet & Övervakning

AI & maskinlärande

Transformers

Toppmodern NLP

Hugging Face's transformers library provides access to cutting-edge language models for embeddings, classification, and text generation tasks.

NLPEmbeddingsLanguage Models

NumPy & SciPy

Vetenskaplig beräkning

Foundation for numerical computations and scientific algorithms. Powers our vector operations, similarity calculations, and data processing pipelines.

Numerical ComputingVectorsAlgorithms