The GitHub for Enterprise Context: How Atlan's Context Repos Bootstrap, Test, and Ship Agent-Ready Context

AI agents don't live in one place. They run in your IDE, in Cursor, in Claude, in ChatGPT, in Snowflake Cortex Analyst, in Databricks Unity Catalog, in whatever framework your team standardizes on. The context they need to work has to travel with them. Atlan's Context Engineering Studio is where you compose, iterate, and distribute that context layer. The Context Repository (GitHub for context) holds the semantic models, skills, and soul.md files your agents run on. Simulations test agents against synthetic scenarios before they face customers. Observability captures every production trace and surfaces the exact context fixes that stop failures from repeating. Every artifact ships out: deploy semantic models to Snowflake Cortex Analyst, Databricks Unity Catalog, GitHub, S3, or any framework that speaks MCP. Iterate inside Atlan. Ship the context wherever your agents run.