Technologies we
build with
Across three service areas — trading systems, AI agents and web applications — we work with a curated set of platforms, languages and frameworks chosen for production reliability.
Trading system platforms
Every platform, language and protocol needed to build, backtest and deploy fully automated trading systems — from prop firm EAs to multi-broker signal pipelines.
MQL5 / MQL4
MetaQuotes LanguageThe primary language for building Expert Advisors, custom indicators and automated scripts on MetaTrader 4 and MetaTrader 5. We build production-grade EAs with proper tick caching, fill mode handling (FOK/IOC/RETURN), multi-symbol support, dynamic risk management and complete error handling frameworks.
NinjaTrader / NinjaScript
NinjaTrader 8 & NinjaScriptNinjaTrader 8 is the leading platform for US futures trading on CME instruments. We build automated strategies in NinjaScript — a C# environment — with ATM integration, session-based filters, dynamic trailing stops and persistent state management across restarts.
Pine Script
TradingView Pine ScriptPine Script is TradingView's native scripting language for building indicators, strategies and alerts. We build custom Pine Script indicators, strategy backtests and alert systems — and can wire TradingView alerts directly into automated execution pipelines via webhooks.
cAlgo / cTrader
cTrader & cAlgocTrader provides a level-II ECN environment with tight spreads and fast execution. We build cBots and custom indicators in cAlgo — the C# development environment for cTrader — with full support for copy trading, risk management rules and multi-account management.
Python (Trading)
Python for Quantitative TradingPython is our go-to for quantitative research, backtesting, data pipelines and broker API integrations. We use it with libraries such as pandas, NumPy, backtrader and ccxt to build research frameworks, live execution bots and data processing pipelines.
FIX API
FIX Protocol & Direct Market AccessFor ultra-low latency execution, we work directly with the FIX protocol — the industry standard for institutional trading communication. FIX-based integrations bypass the broker's standard GUI and UI overhead, providing the fastest possible order submission and fill confirmation.
AI & automation platforms
The AI and workflow platforms we use to build voice agents, SDR bots, document pipelines and intelligent automation for live business operations.
OpenAI & GPT-4
OpenAI API & GPT-4oOpenAI's GPT-4o model is the backbone of our conversational AI, document processing and structured output pipelines. We build production integrations — not demos — with proper prompt engineering, function calling, error handling and fallback logic.
VAPI
VAPI Voice AI PlatformVAPI is the leading platform for building production AI voice agents — handling telephony, transcription, AI response and TTS in a managed environment. We use VAPI to build inbound and outbound calling agents with custom personas, calendar integrations and CRM logging.
n8n
n8n Workflow Automationn8n is a powerful open-source workflow automation platform that we use for complex multi-step business process automation. It connects AI models, CRMs, databases, email systems and APIs — giving us a reliable, self-hosted automation layer for sensitive business data.
Anthropic Claude
Anthropic Claude APIClaude is our preferred model for tasks requiring long-context reasoning, structured document analysis and nuanced instruction following. We use Claude alongside OpenAI — choosing the right model for the right task based on capability, cost and context window requirements.
GoHighLevel
GoHighLevel CRM & AutomationGoHighLevel is the leading all-in-one CRM platform for agencies and service businesses. We integrate AI agents directly with GoHighLevel — triggering automations from AI interactions, logging all contact data and building two-way sync between AI-managed conversations and GHL pipelines.
LangChain & RAG
LangChain & Retrieval-Augmented GenerationFor AI systems that need to reason over private knowledge bases — internal documents, product catalogues, client data — we build RAG pipelines using LangChain, vector databases (Pinecone, pgvector) and embedding models. This enables AI agents to give accurate, sourced answers from your own data.
Web & mobile technologies
The full development stack we use to build modern web applications, SaaS platforms and cross-platform mobile apps — from database to deployment.
Next.js & React
Next.js & React FrameworkNext.js is our primary framework for web applications. SSR for performance and SEO, API routes for backend logic, the full React ecosystem for complex UI — all in one deployable package. From marketing sites to complex multi-tenant SaaS products.
React Native
React Native Mobile DevelopmentReact Native allows us to build native iOS and Android applications from a shared codebase. We use Expo for rapid iteration and bare React Native for deeper native access. All apps are submitted to the App Store and Google Play with full icon, screenshot and metadata preparation.
TypeScript
TypeScript & Modern ToolingWe build everything in TypeScript — web, backend and mobile — for long-term codebase safety. Static typing catches errors before they reach production, makes refactoring safe and produces self-documenting code that your team can maintain.
Node.js & APIs
Node.js Backends & REST APIsWe build Node.js backends for web and mobile applications — authentication, business logic, data processing, third-party integrations and scheduled jobs. Secure, well-structured and documented APIs designed to handle production load from day one.
PostgreSQL & DB
PostgreSQL & Database ArchitectureGood database design is the foundation of a maintainable application. We design PostgreSQL schemas for web and SaaS — multi-tenant isolation, indexing strategies, migration systems and Supabase integration for projects that benefit from its real-time capabilities.
AWS & Cloud
AWS & Cloud InfrastructureWe deploy on AWS (EC2, RDS, S3, Lambda, CloudFront) for full infrastructure control, and Vercel or Railway for Next.js projects where managed infrastructure makes more sense. All deployments include SSL, domain, environment configuration and basic monitoring.
How we choose our tools
We don't chase trends or lock you into a single stack. We choose the right tool for the job — and we tell you honestly if something isn't the right fit.
Production-proven
Every technology in our stack has been tested on live client projects — not just used in demos or side projects. We only commit to what we can deliver reliably.
Right tool, right job
We don't force one framework onto every project. A trading system has different requirements from a SaaS dashboard — we choose the stack that fits the problem.
You own everything
All source code, model weights, database schemas and deployment configs are delivered to you. No vendor lock-in, no proprietary wrappers, full code ownership.
Have a project in mind?
Book a free 30-minute call. We'll tell you exactly which tools are right for your project — and which ones aren't.
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