DBConvert Streams

DBConvert Streams

Query, move, and sync data — without switching tools

dbconvert
@dbconvert
Published on May 10, 2026
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About DBConvert Streams

DBConvert Streams combines a SQL workspace, data migration, and real-time sync into a single workflow. Instead of switching between SQL clients, scripts, pipelines, and CDC tools, you can explore data, validate it, move it, and keep it in sync in one place. Most database workflows are fragmented: query in one tool, export in another, transform in a pipeline, then come back to debug. DBConvert Streams removes this back-and-forth by keeping the entire workflow in a single environment. Key capabilities: - Query data across databases and files (CSV, JSON, Parquet) - Validate data before and after migrations using cross-source SQL - Run one-time migrations or continuous sync (CDC) - Compare data between source and target systems - Work with structured and semi-structured data in the same workflow Supports MySQL, PostgreSQL, and file-based data, with built-in support for object storage and large datasets. Designed for real-world scenarios: - database migrations with ongoing writes - validating data across multiple sources - exporting data to analytics formats like Parquet - keeping systems in sync without complex pipelines DBConvert Streams is built for engineers who need to work with live data, not static snapshots — where data keeps changing and workflows need to adapt.

Product Insights

DBConvert Streams integrates a SQL workspace with automated data migration and real-time CDC synchronization into a single toolchain. It consolidates fragmented database workflows by supporting both structured SQL engines and file formats like Parquet or JSON across web, desktop, and API platforms.

  • Cross-source SQL workspace for querying databases and file formats like CSV, JSON, and Parquet simultaneously.
  • Integrated CDC support for real-time data synchronization alongside one-time migration capabilities.
  • Built-in data validation tools to compare source and target systems before and after migrations.
  • Flexible deployment options including web-based access, desktop software, and an API for automation.

Ideal for: Backend Developers and Data Scientists can use DBConvert Streams to migrate live data and validate datasets across MySQL, PostgreSQL, and object storage through a single SQL interface.

This platform provides an integrated environment for tasks typically split between tools like Airbyte, Fivetran, Debezium, DBeaver, and JetBrains.

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dbconvert
May 10, 2026

Comments (1)

dbconvert
@dbconvertApr 13, 2026

most db tools solve one part of the problem sql, pipelines, cdc but the workflow still breaks between them this came out of trying to fix that

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