---
title: Recce | Blog | Data diffing
description: Data diffing | Data changes break dashboards. Recce catches issues before they ship. Our blog covers validation, lineage, PR review, and lessons from building.
---

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# Recce Blog

Ship data changes without breaking dashboards: data validation, PR review, and impact analysis

#### Recent posts

### Browse by topic

- [Agentic data workflows (5)](https://blog.reccehq.com/tag/agentic-data-workflows)
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- [Automation (3)](https://blog.reccehq.com/tag/automation)
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- [Column-level lineage (4)](https://blog.reccehq.com/tag/column-level-lineage)
- [Data diffing (4)](https://blog.reccehq.com/tag/data-diffing)
- [Data validation (11)](https://blog.reccehq.com/tag/data-validation)
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- [Impact analysis (7)](https://blog.reccehq.com/tag/impact-analysis)
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#### All posts

[![Recce vs. Datafold](https://blog.reccehq.com/hubfs/Blog/recce-vs-datafold/Explore-the-modified-models.png)](https://blog.reccehq.com/recce-vs-datafold)

##### [Recce vs Datafold: Validate What Matters or Automate Everything?](https://blog.reccehq.com/recce-vs-datafold)

[Data diffing](https://blog.reccehq.com/tag/data-diffing)[Data validation](https://blog.reccehq.com/tag/data-validation)

Jun 5, 2025 9:00:00 AM

Many teams come to Recce after evaluating Datafold. Some tried it in production, others ran a PoC (P...

[![Diff](https://blog.reccehq.com/hubfs/Blog/impact-radius-1/lineage-diff.png)](https://blog.reccehq.com/more-than-data-diff)

##### [When You Need More Than Just a Data Diff](https://blog.reccehq.com/more-than-data-diff)

[Data diffing](https://blog.reccehq.com/tag/data-diffing)

Jun 2, 2025 9:00:00 AM

Data diffing is a tool, not the goal Five years ago not many people had heard of data diffs. Now whe...

[![](https://blog.reccehq.com/hubfs/Blog/histogram-overlay-top-k-dbt/histogram-overlay.png)](https://blog.reccehq.com/histogram-overlay-top-k-dbt)

##### [Use Histogram Overlay and Top-K Charts to Understand Data Change in dbt](https://blog.reccehq.com/histogram-overlay-top-k-dbt)

[Data diffing](https://blog.reccehq.com/tag/data-diffing)

Mar 20, 2024 9:00:00 AM

Data profiling stats are a really efficient way to get an understanding of the distribution of data ...

[![](https://blog.reccehq.com/hubfs/all-signal-no-noise-medium.png)](https://blog.reccehq.com/data-validation-toolkit-for-dbt-data-projects)

##### [Next-Level Data Validation Toolkit for dbt Data Projects — Introducing Recce](https://blog.reccehq.com/data-validation-toolkit-for-dbt-data-projects)

[Data diffing](https://blog.reccehq.com/tag/data-diffing)[PR review](https://blog.reccehq.com/tag/pr-review)[Data validation](https://blog.reccehq.com/tag/data-validation)

Mar 4, 2024 9:00:00 AM

Validating data modeling changes and reviewing pull requests for dbt projects can be a challenging t...

[![Recce Logo](https://blog.reccehq.com/hs-fs/hubfs/Recce_Logo_Orange-1.png?width=137&height=47&name=Recce_Logo_Orange-1.png "Recce Logo")](https://reccehq.com)

- [Docs](https://docs.datarecce.io/)
- [Blog](https://blog.reccehq.com/)
- [Cloud UI Demo](https://reccehq.com/demo/)
- [Pricing](https://reccehq.com/pricing/)
- [Changelog](https://reccehq.com/changelog/)

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