Master Trading, AI Engineering & Build Autonomous Trading Systems
From Engineer to Trader-Architect
The only program that teaches you trading fundamentals, AI-native system architecture, and how to deploy autonomous trading agents—all in 12 weeks.
Built with production-grade tools
Three Skills. One Transformation.
Master Trading Fundamentals & Strategy
Learn trading psychology, technical analysis, options trading, and risk management. Build mechanical trading plans and execute with discipline—even if you've never traded before.
Master AI Engineering & Orchestration
Build production-grade AI systems with LangChain, LangGraph, and MCP. Design multi-agent architectures, implement state machines, and deploy scalable systems—skills companies are hiring for.
Deploy Agents That Trade 24/7
Build autonomous trading agents that analyze markets, execute trades, and manage risk 24/7. Create systems that operate continuously—though profitability depends on strategy, market conditions, and risk management. ⚠️ Trading involves risk of loss.
Your 12-Week Journey
Learn Trading Fundamentals & Setup
Master trading psychology, technical analysis, and mechanical trading plans. Connect to MCP tools, set up your development environment, and pull your first live market data.
Week 0Build AI Agents & Orchestration
Create trading agents with LangChain and LangGraph. Learn signal generation, risk management, and automated execution. Master AI-native architecture patterns.
Weeks 1-6Deploy & Scale Your System
Deploy your system to production, add data pipelines, and scale to portfolio-level trading. Graduate with a working agentic platform capable of autonomous operation.
Weeks 7-12What You'll Build
🔧 MCP-Powered Trading Tools
Access Alpaca Trading API through Model Context Protocol. Get real-time quotes, place orders, and manage positions via AI agents.
🔄 LangGraph Agent Orchestration
Build sophisticated agent workflows with LangGraph. Design multi-agent systems with memory, checkpoints, and state management.
📊 Real-Time Market Data
Connect to live market feeds. Ingest data, generate signals, and execute trades with sub-second latency.
🛡️ Risk Management Built-In
Position sizing, stop losses, and portfolio-level risk controls. Build discipline into your system from day one.
🚀 Production-Ready Architecture
Deploy to Cloudflare Pages with D1 database. Self-hosted auth, Stripe integration, and scalable infrastructure patterns.
⏰ 24/7 Autonomous Systems
Deploy trading agents that operate continuously, analyze markets, and execute trades autonomously. ⚠️ Results depend on strategy and market conditions.
Investment in Your Transformation
Pay once, access forever
- ✅ All 5 stages of course content
- ✅ Hands-on labs and exercises
- ✅ Reference materials and glossary
- ✅ Future updates included
- ✅ Capstone project guidance
$4,000 total • Spread over 4 months
- ✅ All 5 stages of course content
- ✅ Hands-on labs and exercises
- ✅ Reference materials and glossary
- ✅ Future updates included
- ✅ Access continues after payments
Save $400 with lifetime access
Total Value You're Getting
What Engineers Are Saying
"I went from zero trading knowledge to deploying a live system in 10 weeks. The MCP integration and LangGraph patterns were game-changers."
"The architecture-first approach transformed how I think about automation. I'm now running multiple agents managing different strategies simultaneously."
"Finally, a course that teaches production-ready patterns, not just theory. My system is deployed on Cloudflare with real risk management."
"I went from zero trading knowledge to running three autonomous agents. The course taught me trading fundamentals, AI engineering, and how to build systems that operate 24/7."
Individual results vary. Trading involves risk of loss.
Frequently Asked Questions
No. ArchStack is designed for engineers who want to apply their skills to trading. We start with market data basics and build up to live systems.
The program is self-paced with weekly checkpoints. You can move faster or slower as needed. The community and mentors are available for support.
Yes. By Stage 3, you'll deploy a production-ready system with real market data, risk management, and automated execution. We guide you through every step.
Cursor or VS Code, GitHub account, Alpaca paper trading account (free), and Discord. We provide setup guides for everything.
Yes. You can cancel your subscription anytime by contacting support. Note that cancellation revokes access to all course content. For payment plans, access continues while payments are current. See our Terms of Service for full details.
We offer a 14-day conditional refund window. Refunds are available within 14 days of purchase, but only if you have not accessed Stage 1 content. Once you access Stage 1, all sales are final. See our Terms of Service for full details.
You'll build a working trading system capable of executing trades. However, profitability depends on your strategy, risk management, market conditions, and other factors. Trading involves substantial risk of loss, and you may lose money. This course teaches system building and trading concepts—it does not guarantee income or profits. ⚠️ Past performance does not guarantee future results.
You'll deploy your first autonomous agent by Stage 3 (Week 9). Some students report profitable trades, though individual results vary significantly based on strategy, market conditions, and risk management. Trading involves risk of loss, and past performance does not guarantee future results. ⚠️ This course teaches system building—profitability depends on your implementation.
No. This is a comprehensive 12-week program that teaches real trading skills, AI engineering, and system architecture. You'll build a working system, but success requires discipline, risk management, and continuous iteration—just like any real business. Trading involves substantial risk of loss. ⚠️ Past performance does not guarantee future results.
Ready to Master Trading, AI Engineering & Build Autonomous Systems?
Join engineers transforming into trader-architects. Learn trading fundamentals, master AI systems, and deploy agents that operate 24/7. ⚠️ Trading involves risk of loss. Start your journey today.