Experimental system

Crypto Queen

Experimental multi-agent software engineering, read-only MCP integrations, and monitored paper research.

Coordinating specialist coding agents

Crypto Queen is an experimental market-intelligence and paper-trading platform. I coordinated specialist Codex coding agents across parallel workstreams for market-data surveillance, GBP/USD trading engines, position management, and PostgreSQL/Redis integration.

Specifications, worktrees, and review

The engineering workflow uses shared specifications, isolated Git worktrees, acceptance gates, and independent reviews. Reviewers caught replacement positions inheriting an earlier position’s exit configuration and incorrect handling of stale market observations. These examples show how separate reviews helped identify defects before accepting changes.

Tool integrations and operational evaluation

The project also includes custom MCP integrations, read-only external APIs, automated evaluation, monitoring, and diagnostic work. I retain responsibility for architecture and integration decisions, using the available evidence to evaluate the implementation and investigate failures.

Experimental status

Experimental system and paper research. No live-trading or proven profitability claim is made. The engineering examples describe tested implementations and review findings, not demonstrated autonomous production trading.

Let’s put experience to work

What do you need to
build, connect, or fix?

A scoped project, remote freelance capacity, agency support, or ongoing engineering. Tell me about the work and the timing you have in mind.

Discuss your project

Scope, availability, and next steps agreed directly with me.