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Azure Blob Storage connector (Beta) + conditional DAG branches

  • New Azure Blob Storage connector for Parquet and CSV data files — now in beta. Connectors page
  • New DAG conditional branches via run_if.condition: drift_detected — only trigger downstream tasks when drift occurs
  • Improved Schema fingerprint diff endpoint now returns structured JSON diffs, not raw string comparison
  • Improved PagerDuty alert integration: drift events now include schema diff summary in alert body
  • Fixed Kafka Avro schema registry integration was emitting false-positive nullability_change events on schema evolution

Confluent Cloud connector, parallel backfill, SQL Server beta

  • New Confluent Cloud managed Kafka connector — supports Schema Registry with automatic topic schema tracking
  • New Backfill parallelism setting — run up to 8 concurrent batch windows to reduce catch-up time after pipeline pauses
  • New SQL Server connector now in beta — initial support for SELECT-based ingestion
  • Improved CLI qv run status now shows live batch progress with rows/second throughput
  • Fixed BigQuery destination connector was misreporting row counts for streaming inserts

YAML drift rules v2, Stripe connector GA, performance improvements

  • New Drift rules v2: support for column_pattern regex matching — target specific columns for per-column drift policies
  • New Stripe connector generally available — sync payments, customers, invoices, subscriptions
  • Improved Schema fingerprinting is 40% faster on wide tables (>200 columns) via column batch sampling
  • Improved Drift event webhook payload now includes previous and current schema version hashes
  • Fixed Column rename detection was missing renames where the new column name was also a new column added in the same migration

Databricks connector beta, REST API v1 GA, MongoDB connector

  • New Databricks Delta Lake connector now in beta — schema drift detection on Delta tables with merge-tree support
  • New REST API v1 generally available — all pipeline operations available programmatically
  • New MongoDB connector in beta — BSON schema fingerprinting with collection-level drift detection
  • Improved Growth plan trial extended to 14 days (previously 7)
  • Fixed Snowflake destination was failing on tables with VARIANT columns when auto_migrate was enabled

Public launch: schema drift detection, 40+ connectors, CLI v1.0

  • New Queryvine launches publicly with schema drift detection across Snowflake, BigQuery, Redshift, Kafka, Postgres, MySQL, Salesforce, HubSpot, S3, and GCS
  • New CLI v1.0: qv pipeline init, qv run start, qv schema diff
  • New YAML drift rules with 4 severity levels and 4 action types
  • New Fivetran-compatible and Airbyte-compatible connector SDK for custom sources
  • New dbt Cloud connector — trigger dbt jobs after pipeline runs with drift-aware execution gates

Private beta: YAML drift rules, Slack alerts, schema history API

  • New YAML-based drift rules — first implementation of remap, pause, and alert_continue actions
  • New Slack alert integration — drift events post to a configurable channel with schema diff summary
  • New Schema history API — query the full version history for any pipeline source
  • Improved Schema fingerprinting now tracks nullability constraints in addition to field names and types
  • Fixed Postgres connector was missing column default value changes in fingerprint comparison

Alpha: schema fingerprinting engine, Snowflake + Postgres connectors

  • New Core schema fingerprinting engine — detects column_rename, column_drop, column_add, type_change, type_widen
  • New Snowflake source connector (read-only, polling-based)
  • New Postgres source connector with logical replication support
  • New CLI alpha: qv connect, qv schema inspect
  • New Email notifications on first detected drift event per pipeline