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TEKNOLOGI

menggerakkan

brainful

Terakhir diperbarui 25 Juli 2025

Produk hebat membutuhkan fondasi yang hebat. We've assembled a tech stack that represents the pinnacle of modern engineeringโ€” every tool carefully selected for performance, security, and developer happiness. This is not an exhaustive list, nor frequently updated, but it represents a snapshot of the most consequential technologies we were compelled enough to share at this time. For the curious exploring the cutting edge, here's what powers brainful.

Bahasa

Python

Bahasa backend utama

Menggerakkan seluruh infrastruktur backend kami, integrasi AI, dan pipeline pemrosesan data. Python's rich ecosystem enables rapid development of complex features while maintaining code clarity.

BackendAI/MLPemrosesan data

JavaScript

Interaktivitas frontend

Enables rich, interactive user experiences with modern ES6+ fitur. Powers our real-time updates, dynamic ui components, and seamless client-server communication.

FrontendWaktu nyataUI interaktif

TypeScript

Pengembangan frontend yang aman tipe

Menambahkan pengetikan statis ke javascript, menangkap kesalahan saat waktu kompilasi dan memungkinkan dukungan IDE yang lebih baik. Penting untuk mempertahankan kualitas kode dalam basis kode frontend yang berkembang.

Keamanan tipePengalaman pengembangKualitas kode

Kerangka kerja

Django

Kerangka kerja aplikasi web

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

Pengembangan API

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

Dukungan WebSocket

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

WebSocketsReal-timeAsync

Pustaka

HTMX

Web modern tanpa kompleksitas

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

Kerangka kerja CSS utilitas-pertama

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

Lapisan keamanan AI

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

Antrian tugas terdistribusi

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

Task QueueAsync ProcessingDistributed

Basis Data & Penyimpanan

PostgreSQL

Basis data utama

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

Penyimpanan data dalam memori

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

CacheSessionsPub/Sub

Alat Pengembangan

Ruff

Linter & formatter Python

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

LintingFormattingFast

Prettier

Formatter kode

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

JS/TS FormattingCSS FormattingConsistency

Webpack

Bundler modul

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

BundlingOptimizationHMR

Git

Kontrol versi

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

Version ControlCollaborationHistory

Infrastruktur & Devops

Docker

Kontainerisasi

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

ContainersIsolationPortability

GitHub Actions

Pipeline CI/CD

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

CI/CDAutomationTesting

Keamanan & Pemantauan

AI & pembelajaran mesin

Transformers

NLP terdepan

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

NLPEmbeddingsLanguage Models

NumPy & SciPy

Komputasi ilmiah

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

Numerical ComputingVectorsAlgorithms