Why Did GitLab Acquire UnReview?

Last week, open-source DevOps lifecycle platform GitLab acquired machine studying (ML) startup UnReview for an undisclosed quantity. UnReview mechanically recommends applicable code reviewers for pull requests of GitLab, GitHub and BitBucket initiatives. 

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GitLab is a collaboration software for software program builders and DevOps. Started in 2014, GitLab Inc. has greater than 1,300 distant group members unfold throughout 68 nations. Currently, the platform consists of 1000’s of builders and has about 30 million+ customers (each paid and free), from startups to international enterprises.

“Integrating UnReview into the GitLab platform marks our first step in building GitLab’s applied ML for DevOps,” stated Eric Johnson, CTO of GitLab. 

Further, he stated incorporating machine studying into GitLab’s DevOps platform improves the UX by automating workflows and compressing cycle time throughout all areas of the DevSecOps lifecycle. “We are also building new MLOps features to empower data scientists,” he added. 

GitLab stated the UnReview expertise can be built-in into the GitLab code evaluate expertise for SaaS prospects by the tip of 2021. 

Why GitLabs acquired UnReview?

Accelerating improvement cycles whereas guaranteeing the best high quality code is likely one of the most typical challenges DevOps groups face right this moment. AI/ML instruments similar to UnReview, Tabnine (previously Codota), Deepchecks, Granulate, assist quick monitor DevOps cycles by anticipating what builders want prematurely.

According to Gartner, 40% of DevOps groups are anticipated to be utilizing software and infrastructure monitoring apps which have built-in synthetic intelligence for IT operations (AIOps) by 2023. Also, an enterprise utilizing AI-based instruments reduces evaluate time by over 50%, revealed Delloite, in a report ‘AI-assisted software development.’  

As per GitLab’s 2021 DevSecOps survey, 75% of respondents stated their DevOps groups are planning to make use of ML/AI for testing and code evaluate. The examine revealed practically 55% of operations groups stated their DevOps life cycles had been both utterly or principally automated. 

Jim Mercer, analysis director DevSecOps and DevOps at international market intelligence agency IDC, stated, DevOps groups can capitalise on cloud options that present machine studying to take away friction from the DevOps pipeline, optimising developer productiveness. 

GitLab’s utilized machine studying for DevOps: 

  • With the mixing of UnReview into GitLab’s platform, the platform will enrich machine studying capabilities to hurry up the software program improvement lifecycle. 
  • Using UnReview’s machine studying algorithm, the merge request reviewers characteristic can be accelerated from a primarily handbook course of to an automatic course of. This can be prolonged to automate different workflow duties like GitLab Epics quickly. 
  • Improves expertise with extra clever machine studying backed options to automate portfolio administration inside the handle and plan phases. 

Towards unifying DevOps 

The UnReview acquisition leads with enterprise worth first and offers GitLab with centralized experience to construct knowledge science workload wants into the complete open DevOps platform.

GitLab stated this empowers builders, knowledge scientists, and knowledge engineers to be extremely environment friendly, collaborative, and open whereas streamlining operations processes. Integrating this expertise, together with GitLab’s machine studying experience, builds the premise of GitLab’s long run technique to fulfill knowledge groups the place they’re right this moment whereas additionally constructing a path to a ModelOps Stage within the DevOps toolchain.

“I look forward to enhancing the user experience by playing a role in integrating UnReview into the GitLab platform and extending ML/AI into additional DevOps stages in the future,” stated Alexander Chueshev, UnReview founder and senior full-stack engineer at GitLab. 


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Amit Raja Naik

Amit Raja Naik



Amit Raja Naik is a senior author at Analytics India Magazine, the place he dives deep into the newest expertise improvements. He can also be knowledgeable bass participant.

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