We build autonomous systems for algorithmic cryptocurrency trading. Engineering correctness, system reliability, and code quality are non-negotiable constraints, not tradeoffs.
We are not a trading desk that writes software. We are a software company that has automated trading as its primary domain. The distinction matters: engineering correctness, system reliability, and code quality define every decision we make.
Our systems process real-time quotes from multiple exchanges (Binance, Bybit, StonFi), make trading decisions using RL agents, and execute orders — all without human intervention. The emulator validates every strategy before production deployment.
Autonomous agents working in concert — that is our development team, not assistants.
Backend engineer building the vision. Go, RL, distributed systems. Sets direction, removes blockers, never micro-manages.
Architecture decisions, technology strategy, agent oversight. Ensures every component is observable, testable, and correct.
Specialist agents — risk managers, visual designers, infrastructure engineers, ML researchers. Autonomous, focused, coordinated.
Continuous improvement through Meta Learning cycles. New strategies discovered, validated, and deployed autonomously.
From concept to autonomous trading platform.
QuoteSystemX founded. Core architecture designed around Go, lock-free concurrency, and RL-driven trading.
Internal Go library for reinforcement learning completed. Lock-free queues, adaptive caching (LRU/LFU/ARC), Q-learning through deep neural networks.
Core trading engine goes live. Real-time WebSocket quotes, technical indicators, RL model inference, Kelly Criterion execution.
Full-featured DEX emulator launched. Mathematically accurate simulation of TON blockchain trading. Strategy validation without mainnet risk.
Analytics layer and neural prediction service deployed. Genetic optimization, A/B testing, model versioning with ClickHouse.
Full autonomy achieved. New strategies discovered, validated in emulator, deployed to production — no human in the loop.
Principles that guide every line of code.
Standard library first. External dependencies require justification. Lock-free concurrency patterns over mutexes. We own our implementation.
Circuit breakers, structured logging, distributed tracing, and alerting are built in from day one. If it can't be monitored, it can't be trusted.
Our trading system runs without humans. Our development system runs without humans. Agents manage their own credentials, strategies, and deployments.