JD Tech Talk

Sep 15, 2026 · Backend Development

How OxygenData Built a Harness for AI-Native Data Warehouse Development

OxygenData evolved from ad-hoc Vibe Coding to a structured Harness framework that embeds AI agents into data warehouse development, using TRD for architectural decisions, Orchestrator for workflow control, Skills for process contracts, MCP for platform integration, and manifests for state persistence, enabling reliable end-to-end delivery.