Engineering Process
We follow a structured engineering lifecycle to ensure reliable, scalable, and maintainable software delivery.
DISCOVER
Understand the product, users, business requirements and technical constraints.
ARCHITECT
Define architecture, data models, APIs, integrations and infrastructure.
DESIGN
Create the interface system, interaction model and responsive experience.
ENGINEER
Build frontend, backend, integrations and infrastructure.
TEST
Validate functionality, security, performance, accessibility and reliability.
DEPLOY
Production deployment, environment configuration, CI/CD and monitoring.
OBSERVE & IMPROVE
Monitor systems, identify bottlenecks and continuously improve.
Technology Radar
Every technology listed below is backed by verified production or open-source repositories in the Quantum Code Technologies portfolio.
TypeScript
Primary language for full-stack web applications, REST APIs, and strict schema validation.
Python
Used for backend microservices, FastAPI/Django APIs, and the Alpha Coach local MT5 terminal bridge.
Go
High-throughput concurrent backend microservices and low-latency systems architecture.
Kotlin
Native Android mobile application engineering and system-level networking services.
Java 17
Native Android 3D runtime engineering with libGDX 3D and zero-allocation object pooling.
SQL
Relational schema design, PostgreSQL Row Level Security (RLS), and analytical aggregations.
MQL5 / Pine Script
Financial engineering, MetaTrader 5 terminal integration, and deterministic SMC/CRT indicators.
React
Component-driven interactive UIs, Progressive Web Apps (PWAs), and real-time dashboards.
Next.js
App Router SSR/SSG architecture, Server Components, edge middleware, and technical SEO.
Tailwind CSS
Design-token-driven utility styling for responsive dark/light interfaces.
Node.js
REST APIs, asynchronous queue workers, trade reconstruction engines, and webhook services.
FastAPI / Django
Python backend API engineering, data validation, and quantitative service orchestration.
NestJS
Modular enterprise Node.js backend architecture with dependency injection.
PostgreSQL / Supabase
Primary relational datastore with Row Level Security (RLS), Prisma ORM, and CloudNativePG patterns.
Docker & Kubernetes
Containerized runtime isolation, sandboxed tool execution, and GitOps deployment workflows.
Redis & RabbitMQ
Asynchronous message queuing, rate-limiting buckets, and background broadcast workers.
Vercel
Global edge network, serverless API execution, and automated CI/CD preview/production pipelines.
OpenTelemetry
Vendor-neutral distributed tracing, metrics, and context propagation across services.
Grafana / Loki / Tempo
Unified observability stack for metrics visualization, log aggregation, and trace correlation.
Prometheus / Mimir
Time-series telemetry collection, latency percentile tracking, and alerting.
LLMs (Gemini & Claude)
Multi-model LLM routing, structured extraction, and empirically grounded domain coaching.
Agentic Architecture & Tool Calling
Context Engine, Planner, Model Router, Sandboxed Tool Registry, and Closed-Loop Verifier.
Grounded RAG & Domain Intelligence
Retrieval-augmented analytics grounded strictly in verified database records without fabrication.