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Coalesce Copilot

Coalesce Copilot is an AI assistant that accelerates data pipeline development through natural language interaction. Instead of manually configuring nodes through the UI, simply describe your requirements in plain English or paste existing SQL—Copilot translates your intent into working DAG nodes with proper transformations, columns, and relationships. This intelligent assistant empowers teams to:

  • Build and modify nodes through conversational commands.

  • Import existing SQL queries into structured Coalesce pipelines.

  • Execute multi-step workflows from high-level requirements.

  • Receive guidance on best practices and workspace configurations.

By combining the speed of AI-generated scaffolding with the precision of Coalesce's visual interface, Copilot enables both experienced developers and SQL users to build production-ready data transformations faster than ever before.


Updates

UI Changes

  • Project ID Visible in Settings — You can now see the Project ID directly in the Project Settings modal. This makes it easier to find and reference without checking URLs or using the API.

Onboarding

  • Clearer Onboarding Message — When creating a new Workspace, the confirmation message after step 1 now reads "Workspace creation initialized". This more accurately reflects the setup process.

Deployments

  • Readable Node Names in Plan Errors — Deployment plan validation errors now show the human-readable Node name instead of just the Node ID. This makes it much faster to find and fix the Node causing the error.

Jobs & Notifications

  • Job Notifications Show Test Failures — Job Scheduler notification emails now distinguish between a successful run and a successful run with failed tests. This gives you a clearer status on data quality without having to check the UI.

API

  • Set Workspace Node API Database and Schema — The Set Workspace Node API no longer allows database and schema to be set. These fields are derived from your Storage Mappings, and this change prevents them from being accidentally overwritten.

Bug Fixes

  • Retry from Failure Uses Environment Parameters — Fixed an issue where using the Retry from Failure button on a job in the UI would not apply the Environment's configured parameters. Retries from the UI now correctly use the same Environment Parameters as a normal job run.

  • Expanded Column Selectors Visibility on Smaller Screens — Fixed an issue where expanding column selector options would only take up a small part of the screen, making difficult to see columns. Expanded column selectors now take up the entire area making sure all options are visible.

Packages

External Data Package

  • Version 2.0.3 - Added support for conditional STORAGE_INTEGRATION in the Copy Into Node type, offering flexible staging logic.

Base Node Types

  • Version 1.3.6 - Resolved an issue with toggles in the Base Node Types UI config that caused inconsistent behavior.

Iceberg Tables

  • Version 3.0.1 - Iceberg's Copy Into Node now supports conditional logic for STORAGE_INTEGRATION.

  • Version 3.0.2 - All optional dropdown selectors now include a blank option, reducing forced selections and improving usability.

Data Security Package

  • Version 1.0.1 - Improved runtime processing reliability of masking view templates to enhance sensitive data protection.