--- title: Recce | Blog description: Data changes break dashboards. Recce catches issues before they ship. Our blog covers validation, lineage, PR review, and lessons from building. --- [Skip to content](https://blog.reccehq.com#main-content) [![Recce Logo](https://blog.reccehq.com/hs-fs/hubfs/Recce_Logo_Orange-1.png?width=137&height=47&name=Recce_Logo_Orange-1.png)Homepage](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/) [Book a demo](https://cal.com/team/recce/chat) - [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/) [Book a demo](https://cal.com/team/recce/chat) # 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) - [Announcements (5)](https://blog.reccehq.com/tag/announcements) - [Automation (3)](https://blog.reccehq.com/tag/automation) - [Build in Public (15)](https://blog.reccehq.com/tag/build-in-public) - [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) - [Events (3)](https://blog.reccehq.com/tag/events) - [Impact analysis (7)](https://blog.reccehq.com/tag/impact-analysis) - [Podcast & video (3)](https://blog.reccehq.com/tag/podcast-video) - [PR review (7)](https://blog.reccehq.com/tag/pr-review) See all #### All posts [![A digital comparison displaying 10,000,000 versus 100, highlighting a discrepancy between the production server and local development. Words like 'alarming row count variance detected' and 'data mismatch' signal a critical issue. Futuristic grid backdrop enhances the urgency of the data skew and environment confirmation error.](https://blog.reccehq.com/hubfs/Gemini_Generated_Image_7eleyj7eleyj7ele.png)](https://blog.reccehq.com/session-base-per-pr-why-data-reviews-lie) ##### [Session Base per PR: Why Data Reviews Lie](https://blog.reccehq.com/session-base-per-pr-why-data-reviews-lie) May 7, 2026, 4:30:57 PM The PR looked fine. The data did not. The PR was small. A two-line change on an incremental model, c... [![A digital sphere with geometric symbols floats beside a cracked planet. The planet glows with interconnected golden lights.](https://blog.reccehq.com/hubfs/de3b41f3-c2e1-4264-892d-4252ae925e23.png)](https://blog.reccehq.com/benchmarks-lie-what-a-turing-award-winner-found-when-he-tested-text-to-sql-on-real-data) ##### [Benchmarks Lie: What a Turing Award Winner Found When He Tested Text-to-SQL on Real Data](https://blog.reccehq.com/benchmarks-lie-what-a-turing-award-winner-found-when-he-tested-text-to-sql-on-real-data) [Podcast & video](https://blog.reccehq.com/tag/podcast-video) Apr 28, 2026, 10:00:32 AM The text-to-SQL leaderboard says 80% accuracy. Michael Stonebraker tested the same models on a real ... [![](https://blog.reccehq.com/hubfs/before-you-let-agents-touch-your-codebase-build-these-gates%20header-1.png)](https://blog.reccehq.com/before-you-let-agents-touch-your-codebase-build-these-gates) ##### [Before You Let Agents Touch Your Codebase, Build These Gates](https://blog.reccehq.com/before-you-let-agents-touch-your-codebase-build-these-gates) Apr 19, 2026, 5:33:34 PM By Jared Scott. In the last post, we covered how agents changed our content and operations workflow.... [![Digital abstraction of glowing blue codes and lines transitioning into a grid pattern on a dark background, symbolizing data transfer and technology.](https://blog.reccehq.com/hubfs/we-didnt-set-out-to-build-an-ai-plugin.png)](https://blog.reccehq.com/we-didnt-set-out-to-build-a-team-ai-plugin) ##### [We Didn't Set Out to Build a Team AI Plugin](https://blog.reccehq.com/we-didnt-set-out-to-build-a-team-ai-plugin) [Build in Public](https://blog.reccehq.com/tag/build-in-public) Apr 8, 2026, 9:44:14 AM We had the knowledge. Voice guidelines, product context, terminology, content structures. The proble... [![Isometric illustration of markdown files stacked as building blocks, forming a bridge from a single laptop to a group of developers, representing AI skills scaling from personal workflow to team infrastructure. ](https://blog.reccehq.com/hubfs/Gemini_Generated_Image_fj1w15fj1w15fj1w.png)](https://blog.reccehq.com/ai-skills-for-analytics-eng) ##### [A Practical Guide to AI Skills for Analytics Engineering](https://blog.reccehq.com/ai-skills-for-analytics-eng) Mar 31, 2026, 11:57:48 AM I use AI coding tools every day. They generate wrong SQL all the time. Not syntax errors. Logic erro... [![](https://blog.reccehq.com/hubfs/blurb-mcp-recce-blog.png)](https://blog.reccehq.com/the-validation-gap-in-dbt-mcp-workflows) ##### [The Validation Gap in dbt MCP Workflows](https://blog.reccehq.com/the-validation-gap-in-dbt-mcp-workflows) [Data validation](https://blog.reccehq.com/tag/data-validation)[Agentic data workflows](https://blog.reccehq.com/tag/agentic-data-workflows) Mar 2, 2026, 6:00:00 AM Forty percent of records disappeared because a JOIN condition silently filtered them out. dbt build ... [![](https://blog.reccehq.com/hubfs/claude-code-dbt-interesting-code.png)](https://blog.reccehq.com/i-let-claude-code-build-my-dbt-models.-the-interesting-part-wasnt-the-code) ##### [I let Claude Code build my dbt models. The interesting part wasn't the code.](https://blog.reccehq.com/i-let-claude-code-build-my-dbt-models.-the-interesting-part-wasnt-the-code) [Build in Public](https://blog.reccehq.com/tag/build-in-public)[Agentic data workflows](https://blog.reccehq.com/tag/agentic-data-workflows) Feb 25, 2026, 1:01:08 PM I've been building out our analytics warehouse at Recce. We recently had our devs dump our productio... [![](https://blog.reccehq.com/hubfs/hubspot-image1.jpeg)](https://blog.reccehq.com/designing-reliable-ai-agents-for-dbt-data-reviews) ##### [Designing Reliable AI Agents for dbt Data Reviews](https://blog.reccehq.com/designing-reliable-ai-agents-for-dbt-data-reviews) [Build in Public](https://blog.reccehq.com/tag/build-in-public)[Agentic data workflows](https://blog.reccehq.com/tag/agentic-data-workflows) Feb 20, 2026, 4:36:38 PM A dbt pull request shows code changes. It does not show downstream impact, row count shifts, or sche... [![](https://blog.reccehq.com/hubfs/Data-Valentine-Youtube-Playlist.png)](https://blog.reccehq.com/data-valentine-challenge-wrapped) ##### [Five Days, Five Data Problems, Five Fixes: What the Data Valentine Challenge Revealed](https://blog.reccehq.com/data-valentine-challenge-wrapped) [Announcements](https://blog.reccehq.com/tag/announcements)[Events](https://blog.reccehq.com/tag/events)[Data validation](https://blog.reccehq.com/tag/data-validation) Feb 13, 2026, 4:54:22 PM Data tools keep multiplying, but core workflows still break the same ways. Revenue numbers silently ... [![](https://blog.reccehq.com/hubfs/podcast_cover.jpg)](https://blog.reccehq.com/introducing-data-renegades-the-podcast-for-the-real-stories-behind-data-tools) ##### [Introducing Data Renegades: The Podcast for the Real Stories Behind Data Tools](https://blog.reccehq.com/introducing-data-renegades-the-podcast-for-the-real-stories-behind-data-tools) [Build in Public](https://blog.reccehq.com/tag/build-in-public)[Podcast & video](https://blog.reccehq.com/tag/podcast-video) Dec 11, 2025, 8:22:47 PM The best conversations about data infrastructure tend to happen in private at conferences, over drin... [![Agent architecture of Recce AI Summary ](https://blog.reccehq.com/hubfs/Blog/data-review-agent-technical/Agent%20architecture%20of%20Recce%20AI%20Summary.png)](https://blog.reccehq.com/how-we-build-data-review-agent) ##### [From One Prompt to AI Agents: How We Built AI Data Reviews](https://blog.reccehq.com/how-we-build-data-review-agent) [Build in Public](https://blog.reccehq.com/tag/build-in-public)[Agentic data workflows](https://blog.reccehq.com/tag/agentic-data-workflows) Dec 11, 2025, 7:44:42 PM This is part 4 of our Building Recce Cloud series: Part 1: The Adoption Problem | Part 2: Eliminatin... [![](https://blog.reccehq.com/hubfs/Blog/preset-checks-examples/preset%20checks%20settings.png)](https://blog.reccehq.com/from-ad-hoc-checks-to-automated-institutional-knowledge) ##### [From Ad-Hoc Checks to Automated Institutional Knowledge](https://blog.reccehq.com/from-ad-hoc-checks-to-automated-institutional-knowledge) [PR review](https://blog.reccehq.com/tag/pr-review)[Build in Public](https://blog.reccehq.com/tag/build-in-public)[Automation](https://blog.reccehq.com/tag/automation) Nov 29, 2025, 12:35:21 AM Ad-hoc Checks, Siloed Knowledge "I reviewed three PRs in one day. Each touched the core metrics but ... [![](https://blog.reccehq.com/hubfs/Blog/start-data-review/PR%20Validation%20Summary.png)](https://blog.reccehq.com/guided-data-review) ##### [The Problem with Data PR Reviews: Where Do You Even Start?](https://blog.reccehq.com/guided-data-review) [PR review](https://blog.reccehq.com/tag/pr-review)[Build in Public](https://blog.reccehq.com/tag/build-in-public)[Agentic data workflows](https://blog.reccehq.com/tag/agentic-data-workflows) Nov 1, 2025, 11:31:01 PM This is part 3 of our Building Recce Cloud series: Part 1: The Adoption Problem | Part 2: Eliminatin... [![](https://blog.reccehq.com/hubfs/Blog/Oct2025-BIP-1/automated%20data%20validation.png)](https://blog.reccehq.com/simplified-automation-eliminated-adoption-barrier) ##### [How Simplified Automation Eliminated Our Biggest Adoption Barrier](https://blog.reccehq.com/simplified-automation-eliminated-adoption-barrier) [Build in Public](https://blog.reccehq.com/tag/build-in-public)[Automation](https://blog.reccehq.com/tag/automation) Oct 1, 2025, 1:26:35 AM This is part 2 of our Building Recce Cloud series: Part 1: The Adoption Problem | Part 2: Eliminatin... [![Meet Recce at Coalesce 2025](https://blog.reccehq.com/hubfs/attending-1.png)](https://blog.reccehq.com/coalesce-2025) ##### [Meet Recce at Coalesce 2025 and The Data Renegade Happy Hour (Again!)](https://blog.reccehq.com/coalesce-2025) [Events](https://blog.reccehq.com/tag/events) Sep 24, 2025, 3:08:33 AM The Recce team is returning to Coalesce 2025 in Las Vegas, and we're bringing reinforcements! Meet o... [![What do data teams actually want, and how can we DELIVER VALUE?](https://blog.reccehq.com/hubfs/Blog/Oct2025-BIP-1/What%20do%20data%20teams%20actually%20want%2c%20and%20how%20can%20we%20DELIVER%20VALUE%3F.png)](https://blog.reccehq.com/we-built-something-data-teams-wanted-but-couldnt-setup) ##### [We Built Something Data Teams Wanted, But Couldn't Setup](https://blog.reccehq.com/we-built-something-data-teams-wanted-but-couldnt-setup) [Build in Public](https://blog.reccehq.com/tag/build-in-public) Sep 19, 2025, 3:01:47 AM This is part 1 of our Building Recce Cloud series: Part 1: The Adoption Problem | Part 2: Eliminatin... [![](https://blog.reccehq.com/hubfs/Blog/impact-radius-3/column-level%20lineage%20of%20stg_payments.coupon_amount.png)](https://blog.reccehq.com/building-impact-radius-3-three-essential-workflows-for-data-teams) ##### [Building Impact Radius #3: Three Essential Workflows for Data Teams](https://blog.reccehq.com/building-impact-radius-3-three-essential-workflows-for-data-teams) [Impact analysis](https://blog.reccehq.com/tag/impact-analysis)[Column-level lineage](https://blog.reccehq.com/tag/column-level-lineage)[Build in Public](https://blog.reccehq.com/tag/build-in-public) Aug 19, 2025, 5:00:00 AM This is part 3 of our Building Impact Radius series: Part 1: From Problem to Foundation | Part 2: Th... [![](https://blog.reccehq.com/hubfs/Blog/viadkut-press/viadukt.png)](https://blog.reccehq.com/-vaidukt-press-release) ##### [German Energy Platform Reduces Customer Data Complaints by 70% Through Systematic Validation](https://blog.reccehq.com/-vaidukt-press-release) [Announcements](https://blog.reccehq.com/tag/announcements) Aug 8, 2025, 12:00:00 AM viadukt, a digital platform connecting stakeholders in Germany's €185 billion energy-efficient renov... [![Green check mark beside text "All Tests Pass." Red X beside text "Data is Wrong."](https://blog.reccehq.com/hubfs/Impact%20Assessment%20%285%20Mins%29-2.svg)](https://blog.reccehq.com/the-production-data-reality-check-a-framework-for-catching-what-tests-miss) ##### [Why Your Data Tests Pass But Your Data Is Still Wrong](https://blog.reccehq.com/the-production-data-reality-check-a-framework-for-catching-what-tests-miss) [Data validation](https://blog.reccehq.com/tag/data-validation) Aug 5, 2025, 6:00:00 AM The Silent Failures That Actually Matter Most data pipeline failures are obvious and easily caught b... [![Impact Radius](https://blog.reccehq.com/hubfs/Blog/impact-radius-2/impact-radius-from-all-changed.png)](https://blog.reccehq.com/building-impact-radius-2) ##### [Building Impact Radius #2: The Technical Breakthrough](https://blog.reccehq.com/building-impact-radius-2) [Impact analysis](https://blog.reccehq.com/tag/impact-analysis)[Build in Public](https://blog.reccehq.com/tag/build-in-public) Jul 10, 2025, 9:00:00 AM This is part 2 of our Building Impact Radius series: Part 1: From Problem to Foundation | Part 2: Th... [![Impact Radius](https://blog.reccehq.com/hubfs/Blog/impact-radius-1/impact-radius-v2.png)](https://blog.reccehq.com/building-impact-radius-1) ##### [Building Impact Radius #1: From Problem to Foundation](https://blog.reccehq.com/building-impact-radius-1) [Impact analysis](https://blog.reccehq.com/tag/impact-analysis)[Build in Public](https://blog.reccehq.com/tag/build-in-public) Jul 2, 2025, 9:15:00 AM This is part 1 of our Building Impact Radius series: Part 1: From Problem to Foundation | Part 2: Th... [![Why high quality data can still be wrong](https://reccehq.com/assets/images/blog/high-quality-data-can-still-be-wrong/why-high-quality-data-can-still-be-wrong.avif)](https://blog.reccehq.com/high-quality-data-can-still-be-wrong) ##### [Why High Quality Data Can Still Be Wrong](https://blog.reccehq.com/high-quality-data-can-still-be-wrong) [Data validation](https://blog.reccehq.com/tag/data-validation) Jun 26, 2025, 9:02:28 PM When data passes the test, but fails the business Data quality is often used as a catch-all term for... [![Time spline](https://blog.reccehq.com/hubfs/Blog/a-practical-guide/Screenshot%202025-07-11%20at%2014.39.01.png)](https://blog.reccehq.com/practical-guide-to-dim-dates-dbt) ##### [A Practical Guide to Generating a Time Spline (dim\_dates) in dbt](https://blog.reccehq.com/practical-guide-to-dim-dates-dbt) [Build in Public](https://blog.reccehq.com/tag/build-in-public) Jun 23, 2025, 9:00:00 AM From Seed to Macro In an earlier post about refactoring our own dbt repo, we mentioned a dim\_dates t... [![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... [![CLL](https://blog.reccehq.com/hubfs/Blog/cll-deep-dive/recce-cll.png)](https://blog.reccehq.com/column-level-lineage-internals) ##### [How Recce Performs Column-Level Lineage: Our Approach to SQL Transformations](https://blog.reccehq.com/column-level-lineage-internals) [Column-level lineage](https://blog.reccehq.com/tag/column-level-lineage) May 14, 2025, 9:00:00 AM Understanding how each column in a data model is derived is a critical part of building trustworthy ... [![Recce 1.0](https://blog.reccehq.com/hubfs/Blog/announcing-v1-cloud-beta/breaking-change-analysis-cll.png)](https://blog.reccehq.com/announcing-recce-1-0-with-cloud-beta) ##### [Announcing Recce 1.0 with Cloud beta](https://blog.reccehq.com/announcing-recce-1-0-with-cloud-beta) [Impact analysis](https://blog.reccehq.com/tag/impact-analysis)[Announcements](https://blog.reccehq.com/tag/announcements) Apr 22, 2025, 9:00:00 AM 🎉 Recce 1.0 is live. Help us spread the word! [![](https://blog.reccehq.com/hubfs/Blog/rebuilt-stakeholder-confidence/pr46-story-banner.png)](https://blog.reccehq.com/rebuilt-stakeholder-confidence) ##### [Trust Issues: How Jaffle Shop Rebuilt Stakeholder Confidence with Recce](https://blog.reccehq.com/rebuilt-stakeholder-confidence) [Column-level lineage](https://blog.reccehq.com/tag/column-level-lineage)[Build in Public](https://blog.reccehq.com/tag/build-in-public) Apr 19, 2025, 9:00:00 AM TL;DR: If stakeholders can’t trust the numbers, why would they trust the people behind them? While i... [![Column-level lineage](https://blog.reccehq.com/hubfs/Blog/cll-for-dbt_20250331/critical-model.png)](https://blog.reccehq.com/column-level-lineage-options-for-dbt) ##### [Why Column-Level Lineage Matters for dbt: Comparing the Options](https://blog.reccehq.com/column-level-lineage-options-for-dbt) [PR review](https://blog.reccehq.com/tag/pr-review)[Column-level lineage](https://blog.reccehq.com/tag/column-level-lineage)[Data validation](https://blog.reccehq.com/tag/data-validation) Mar 31, 2025, 9:00:00 AM Column-level lineage was a hot topic during 2024, with many data platforms and tools adding this fea... [![data renegades](https://blog.reccehq.com/hubfs/Blog/datacouncil-2025/data_renegades.png)](https://blog.reccehq.com/meet-recce-at-datacouncil-2025-and-the-data-reboot-data-renegades-happy-hour) ##### [Meet Recce at Data Council and Data Reboot, Data Renegades Happy Hour](https://blog.reccehq.com/meet-recce-at-datacouncil-2025-and-the-data-reboot-data-renegades-happy-hour) [Announcements](https://blog.reccehq.com/tag/announcements) Mar 26, 2025, 9:00:00 AM Data Council is one of our favorite conferences: thousands of Data & AI practitioners, hundreds ... [![Soc2 compliance](https://blog.reccehq.com/hubfs/Blog/soc2-compliance_2025-03-21/soc2-compliance.png)](https://blog.reccehq.com/recce-soc2-compliant) ##### [Recce Is Now SOC 2 Type 1 Compliant!](https://blog.reccehq.com/recce-soc2-compliant) [Announcements](https://blog.reccehq.com/tag/announcements) Mar 21, 2025, 9:00:00 AM At Recce, we take the security and integrity of your data seriously. Today, we’re excited to announc... [![All signal, no noise](https://blog.reccehq.com/hubfs/Blog/data-change-management-toolkit-2025-02-17/self-serve-review.png)](https://blog.reccehq.com/recce-data-change-management-toolkit) ##### [Recce: Your data change management toolkit](https://blog.reccehq.com/recce-data-change-management-toolkit) [PR review](https://blog.reccehq.com/tag/pr-review)[Impact analysis](https://blog.reccehq.com/tag/impact-analysis)[Data validation](https://blog.reccehq.com/tag/data-validation) Feb 17, 2025, 9:00:00 AM Whether you’re the author of a pull request or the one reviewing it, you’ve got a tough job: figurin... [![](https://blog.reccehq.com/hubfs/Blog/explore-data-impact-with-focus/explore-data-impact.png)](https://blog.reccehq.com/explore-data-impact-with-focus) ##### [Explore data impact and focus on tracking data validations with Recce’s new interface](https://blog.reccehq.com/explore-data-impact-with-focus) [Impact analysis](https://blog.reccehq.com/tag/impact-analysis)[Podcast & video](https://blog.reccehq.com/tag/podcast-video) Oct 9, 2024, 9:00:00 AM There’s nothing worse than being distracted while you’re in the middle of working on a complex task ... [![](https://blog.reccehq.com/hubfs/Blog/support-self-serve-data-20240916/move-fast.png)](https://blog.reccehq.com/self-serve-analytics-pr-review) ##### [The Guide to Supporting Self-Serve Data and Analytics with Comprehensive PR Review](https://blog.reccehq.com/self-serve-analytics-pr-review) [PR review](https://blog.reccehq.com/tag/pr-review)[Data validation](https://blog.reccehq.com/tag/data-validation) Oct 9, 2024, 9:00:00 AM dbt, the platform that popularized ELT, has revolutionized the way data teams create and maintain da... [![](https://blog.reccehq.com/hubfs/Blog/dbt-data-pr-comment-template/perfect-pr-comment.png)](https://blog.reccehq.com/dbt-data-pr-comment-template) ##### [The Ultimate PR Comment Template Boilerplate for dbt data projects](https://blog.reccehq.com/dbt-data-pr-comment-template) [PR review](https://blog.reccehq.com/tag/pr-review) Sep 25, 2024, 9:00:00 AM If you’re looking to level-up your dbt game and improve the PR review process for your team, then us... [![](https://blog.reccehq.com/hubfs/Blog/coalesce-2024/coalesce-2024-attending.png)](https://blog.reccehq.com/meet-recce-at-coalesce-2024-and-the-data-renegade-happy-hour) ##### [Meet Recce at Coalesce 2024 and The Data Renegade Happy Hour](https://blog.reccehq.com/meet-recce-at-coalesce-2024-and-the-data-renegade-happy-hour) [Events](https://blog.reccehq.com/tag/events) Sep 19, 2024, 9:00:00 AM The Recce team will be joining Coalesce 2024 in Las Vegas! Meet our founder, CL Kao, and product man... [![](https://reccehq.com/assets/images/blog/firesidechat-20240827/firesidechat_banner.avif)](https://blog.reccehq.com/from-devops-to-dataops-effective-data-productivity) ##### [From DevOps to DataOps: A Fireside Chat on Practical Strategies for Effective Data Productivity](https://blog.reccehq.com/from-devops-to-dataops-effective-data-productivity) [Build in Public](https://blog.reccehq.com/tag/build-in-public)[Data validation](https://blog.reccehq.com/tag/data-validation) Aug 27, 2024, 9:00:00 AM Top priorities for data-driven organizations are data productivity, cost reduction, and error preven... [![](https://blog.reccehq.com/hubfs/Blog/check-critical-models/critical-model.png)](https://blog.reccehq.com/check-critical-models) ##### [Identify and Automate Data Checks on Critical dbt Models](https://blog.reccehq.com/check-critical-models) [Automation](https://blog.reccehq.com/tag/automation) Jun 23, 2024, 9:00:00 AM Do you know which are the critical models in your data project? [![](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 ... 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