Magniv, One line data science infra
Hey HN! We are https://www.magniv.app/ - Magniv is a platform to enable data scientists to autonomously create, deploy, and maintain data applications within existing infra pipelines. That is, reduce data science reliance on data engineers in mature data organizations. While living between both worlds of software engineering and data science, we have seen a lack of mature organizational tooling for data scientists. Data teams either require embedded data engineers or companies are forced to find a unicorn full-stack data software engineer to hire. On top of that, the tooling…
In plain words
Magniv is a platform that allows data scientists to independently create, deploy, and maintain data applications within existing infrastructure pipelines. Designed for mature data organizations, it reduces the need for data scientists to depend on data engineers for deployment and maintenance tasks. The platform bridges software engineering and data science practices, enabling data teams to work more autonomously without requiring embedded engineers or full-stack specialists.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hey HN! We are https://www.magniv.app/ - Magniv is a platform to enable data scientists to autonomously create, deploy, and maintain data applications within existing infra pipelines. That is, reduce data science reliance on data engineers in mature data organizations. While living between both worlds of software engineering and data science, we have seen a lack of mature organizational tooling for data scientists. Data teams either require embedded data engineers or companies are forced to find a unicorn full-stack data software engineer to hire. On top of that, the tooling that does exist in this space does not take into consideration good software and infrastructure practices that most high performance software engineering teams require. We are looking for interested teams to join our beta! Please check out or website and sign up
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