Zingle – an AI code reviewer for data teams (SQL/dbt/Airflow/Spark)
Hi HN, we’re Anant and Atishay, the co-founders of Zingle, an AI code reviewer for data teams. It automatically checks SQL, dbt, Airflow, and Spark code changes in github PRs for cost regressions, logic issues, data-quality gaps, and downstream breakages before they merge into the production. Here's a demo - https://youtu.be/dS0NnBjG2p4 You can try it on top 100 PRs for free at: https://getzingle.com We built this after managing 60+ dbt PRs per week for an enterprise client. Senior data engineers had very limited time to review PRs, and with AI-assisted coding the…
Zingle – an AI code reviewer for data teams (SQL/dbt/Airflow/Spark) launched on November 14, 2025 with 9 votes, #1,143 of 9,796 launches that month and more than 75% of that year's launches.
What it does
In the maker’s words, at launch
Hi HN, we’re Anant and Atishay, the co-founders of Zingle, an AI code reviewer for data teams. It automatically checks SQL, dbt, Airflow, and Spark code changes in github PRs for cost regressions, logic issues, data-quality gaps, and downstream breakages before they merge into the production. Here's a demo…
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