The Doctor Strange Approach to Parallel Agent Orchestration
Environment Engineering for AI Agent Development
About Me
- Full Stack Developer at Allianz Partners
- AI Committee member - shaping AI adoption strategy
- Built AI-powered compliance tools with Claude & AWS Bedrock
- B.S. in Computer Science, James Madison University
Three Pillars of Environment Engineering
Isolated
Environments
Sandboxed containers where agents work safely
Observability
Infrastructure
Dashboards to watch agents work in real time
Work
Retrieval
Infrastructure to extract results from each environment
Source Code
Everything from this talk is open source. This is experimental - not production-ready.
Resources
Concepts, tools, and references from the talk.
Context Engineering
The paradigm shift from crafting individual prompts to designing the entire information environment an AI model operates in - tools, knowledge, and instructions working together.
Environment Engineering
The next evolution: isolated, observable, retrievable environments where AI agents can safely tackle complex development work without interfering with each other or your codebase.
Claude Code
Anthropic's agentic coding tool that lives in your terminal. The AI agent powering every container in the demo.
Cole Medin
YouTube channel covering AI agents, automation, and the tools that make agentic workflows practical. A key inspiration for this project.
Talk Recording
The full presentation recording from RVATech Data & AI Summit 2026.