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TEKNOLOGI

menjanakan

brainful

Kemas kini terakhir 25 Julai 2025

Produk hebat memerlukan asas yang kukuh. Kami telah menyusun timbunan teknologi yang mewakili kemuncak kejuruteraan moden— setiap alat dipilih dengan teliti untuk prestasi, keselamatan, dan kegembiraan pembangun. Ini bukanlah senarai lengkap, dan tidak kerap dikemas kini, tetapi ia mewakili gambaran teknologi paling penting yang kami rasa perlu dikongsi pada masa ini. Untuk yang ingin tahu meneroka teknologi terkini, inilah yang menjanakan brainful.

Bahasa pengaturcaraan

Python

Bahasa backend utama

Menjanakan keseluruhan infrastruktur backend kami, integrasi AI, dan saluran pemprosesan data. Python's ekosistem yang kaya membolehkan pembangunan pantas ciri-ciri kompleks sambil mengekalkan kejelasan kod.

BackendAI/MLPemprosesan data

JavaScript

Interaktiviti frontend

Membolehkan pengalaman pengguna yang kaya dan interaktif dengan moden ES6+ ciri-ciri. Menjanakan kemas kini masa nyata, komponen ui dinamik, dan komunikasi pelanggan-pelayan yang lancar.

FrontendMasa nyataUi interaktif

TypeScript

Pembangunan frontend selamat-jenis

Menambah penaipan statik kepada javascript, menangkap ralat pada masa kompil dan membolehkan sokongan ide yang lebih baik. Kritikal untuk mengekalkan kualiti kod dalam pangkalan kod hadapan kami yang semakin berkembangkritikal untuk mengekalkan kualiti kod dalam pangkalan kod frontend kami yang semakin berkembang.

Keselamatan jenisPengalaman pembangunKualiti kod

Rangka kerja

Django

Rangka 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

Pembangunan 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

Sokongan WebSocket

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

WebSocketsReal-timeAsync

Perpustakaan

HTMX

Web moden tanpa kerumitan

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

Rangka kerja CSS utiliti-dahulu

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 keselamatan 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

Barisan tugas teragih

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

Task QueueAsync ProcessingDistributed

Pangkalan Data & Storan

PostgreSQL

Pangkalan 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

Stor 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 Pembangunan

Ruff

Linter & pemformat 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

Pemformat kod

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

JS/TS FormattingCSS FormattingConsistency

Webpack

Pengikat modul

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

BundlingOptimizationHMR

Git

Kawalan versi

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

Version ControlCollaborationHistory

Infrastruktur & Devops

Docker

Pengkonteneran

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

ContainersIsolationPortability

GitHub Actions

Saluran CI/CD

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

CI/CDAutomationTesting

Keselamatan & Pemantauan

AI & pembelajaran mesin

Transformers

NLP terkini

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

NLPEmbeddingsLanguage Models

NumPy & SciPy

Pengkomputeran saintifik

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

Numerical ComputingVectorsAlgorithms