Stable
Databricks
Delta, Unity Catalog, Asset Bundles, Lakeflow planning.
Adapters
Current targets
Each adapter owns its runtime APIs, SQL dialect, deployment artifacts and evidence mapping.
Stable
AWS
Glue Spark, Iceberg, S3 artifacts, Lake Formation, MSK.
Stable
Snowflake
SQL warehouse, staged artifacts, native tables, tasks.
Workflow
Execution path
The core has no Spark, boto3 or Snowflake client dependency. Platform code stays inside adapter packages.
Validate
Load split contracts and check the semantic model.
Plan
Return supported, warning, review-required or unsupported.
Render
Generate SQL, jobs, bundles, procedures and runtime files.
Record
Persist runs, quality, errors, lineage, state and cost.
Docs
Reference
Start with the quick start, then use the contract, adapter and connector references as the implementation guide.