Master the Human-AI Workflow. Become a Citizen Architect.

The Data Curation Environment (DCE) is the essential VS Code extension for developers who want to move beyond prompt-and-pray. Curate context with precision, test AI solutions rapidly, and build complex systems with confidence.

Stop Fighting Your Tools. Start Building the Future.

Precision Context Curation

Stop manual copy-pasting. DCE provides an intuitive, visual way to select and manage the exact files needed for your AI prompts directly within VS Code.

Parallel Co-Pilot & Rapid Testing

Don't rely on a single AI response. Compare multiple solutions side-by-side and use the Git-integrated testing workflow to safely audition code changes in seconds.

Iterative Knowledge Graph

AI collaboration shouldn't be ephemeral. DCE captures the entire development process—prompts, responses, and decisions—as an iterative, auditable knowledge graph.

Interactive Whitepaper: Process as Asset

Loading Report...

THE RISE OF COGNITIVE CAPITALISM.

Mastering AI collaboration is essential for competitiveness and individual empowerment. The DCE is the foundational tool for a decentralized future, enabling Citizen Architects to combat AI centralization.