As DevOps adoption rises, software releases hit daily stride
- Updated on: 2023-09-29
- Read original article here
Home Business Enterprise Software
As DevOps adoption rises, software releases hit daily stride
To facilitate faster software releases, DevOps teams now also practice ModelOps, and close to one-third are using artificial intelligence and machine learning algorithms for code review -- more than double last year's number.
Sept. 8, 2022
Image: Maskot/Getty
DevOps is more than the latest industry buzzword for more agile computing -- it's the only way to get software releases out the door as rapidly as the business demands, while maintaining quality and security. Increasingly, artificial intelligence and machine learning are being brought in to assist in the process. Given the pace of releases, the process is simply too much for anyone to oversee manually. And it's working out well for many IT shops.
That's the word from GitLab, which released a survey of 5,001 technology managers and professionals that finds significant growth in DevOps practices over just the past 12 months. In 2022, a majority of respondents (47%) indicated DevOps or DevSecOps was their methodology of choice, a five percentage point increase over 2021.
See also
Also: DevOps Nirvana is still a distant goal for many, survey suggests
With this rise in DevOps comes an increased cadence in software delivery, the survey shows. 7 in 10 DevOps teams (70%) release code continuously -- defined as once a day, or every few days -- up 63% from last year. At least 60% of developers are releasing code faster than before. A full 35% said they are releasing code twice as fast, while 15% are releasing code between three and five times faster. 8% said the code is flying out the door more than five times faster.
To facilitate this, more high-level automation is being applied to software delivery -- the survey finds 62% of DevOps teams are practicing ModelOps , or the governance and lifecycle management of artificial intelligence models. At least 31% of teams are actively using AI and machine learning algorithms for code review, more than double last year's number. The survey also finds 37% of teams use AI/ML in software testing (up from 25%), and a further 20% plan to introduce it this year. Another 19% plan to roll out AI/ML-powered testing in the next two to three years.
Also: Businesses need DevOps to be competitive but must follow best practices to minimize risk
Paradoxically, the waterfall method of code release -- in which software is designed and then thrown over the wall to QA teams or users -- still prevails in many shops. The percentage of teams using waterfall was up 16% this year over last year, the survey's authors report. "Water/Scrum/Fall" practitioners saw a 23% jump from last year, they add.
DevOps roles continue to shift, the survey also shows. Developers are taking on ops jobs, ops is cloud or platform-engineering focused, and security pros are more hands-on inside dev teams.
Toolchain sprawl and security are cited as the most pressing challenges to DevOps-based software deployments, the survey also shows. Toolchain consolidation is a high-priority focus, with 69% of managers or professionals seeking to consolidate their toolchains to address challenges with monitoring, development delays, and negative impact on developer experience. Nearly 40% of developers are spending between one-quarter and one-half of their time on maintaining or integrating complex toolchains -- more than double the percentage from 2021.
Security has surpassed cloud computing as the number one investment area across DevOps teams. However, despite an appetite to shift security left, many companies are still nascent in their approach and results -- only 10% of respondents reported receiving additional budget for security. In addition, 50% of the security professionals in the survey report that developers are failing to identify security issues -- to the tune of 75% of vulnerabilities.
When asked what they could use to do their jobs better, developers in the study seek more and better code review, automated testing, and better planning (all at 31%). Coming in as a strong second was AI/ML for code writing and review (27%) followed by code reuse (26%). "These responses don't represent any significant deviation from what developers said last year, perhaps underscoring how difficult it is to make systemic process and technology changes," the survey's authors conclude.
Home camera cctv monitoring monitor system alarm smart house video phone view concept - stock image
","tags":[],"size":169582,"width":724,"height":483,"author":,"dateUpdated":,"ursId":"25524844979454957457847746312360","roles":[,,],"profiles":,"dateUpdated":,"language":"en","title":"Managing Editor","byline":"Aly is a managing editor at ZDNET based in Winston-Salem, N.C.","bureau":"US","authorBio":"Aly has worn many hats since joining ZDNET in 2014. She is currently a managing editor, leading ZDNET's Advice team, and is based in Winston-Salem, North Carolina.","expertise":null,"awardsAndCredentials":null,"education":"B.A. in English, Creative Writing","authorDisclosure":"Aly does not have financial holdings that would influence how or what she covers.","typeName":"user_user_profile"}],"paging":},"profile":,"dateUpdated":,"language":"en","title":"Managing Editor","byline":"Aly is a managing editor at ZDNET based in Winston-Salem, N.C.","bureau":"US","authorBio":"Aly has worn many hats since joining ZDNET in 2014. She is currently a managing editor, leading ZDNET's Advice team, and is based in Winston-Salem, North Carolina.","expertise":null,"awardsAndCredentials":null,"education":"B.A. in English, Creative Writing","authorDisclosure":"Aly does not have financial holdings that would influence how or what she covers.","typeName":"user_user_profile"},"socialProfileIds":,"suppressProfile":false,"editions":[],"defaultTimezone":"America/New_York","cmsDisplayName":"Alyson Windsor","authorBlogs":[],"language":"en","title":"Managing Editor","byline":"Aly is a managing editor at ZDNET based in Winston-Salem, N.C.","bureau":"US","authorBio":"Aly has worn many hats since joining ZDNET in 2014. She is currently a managing editor, leading ZDNET's Advice team, and is based in Winston-Salem, North Carolina.","expertise":null,"awardsAndCredentials":null,"education":"B.A. in English, Creative Writing","authorDisclosure":"Aly does not have financial holdings that would influence how or what she covers."},"dateCreated":,"dateUpdated":,"needsModeration":false,"mimeType":"image/jpeg","deleted":false,"credits":"Getty Images/iStockphoto","alt":"Home camera cctv monitoring monitor system alarm smart house video phone view concept - stock image","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"label":null,"linkText":null,"linkUrl":null,"preferredProductName":null,"promoDek":"David Gewirtz really enjoys smart devices, but here are two classes of device for which the risk is just too big to justify the reward. He doesn't need the added convenience that much.","promoTitle":null,"slug":"the-two-smart-devices-i-will-never-install-in-my-house","title":"The two smart devices I will never install in my house","topic":]}],"descendantCount":3,"type":,"authors":},"editions":},"id":"21bf5b5d-cc29-4308-a809-c86012895f0d","typeName":"content_topic_edition"},},"id":"31759123-83e2-409f-b7d5-fa6c1d350565","typeName":"content_topic_edition"},},"id":"51065bc0-cc8d-4ba0-ae55-2bb6591a03f7","typeName":"content_topic_edition"},},"id":"c10013ca-cce9-4e10-a45f-83b8102d264c","typeName":"content_topic_edition"},},"id":"c324c91d-03b8-43f7-9f38-2a3e67dc8829","typeName":"content_topic_edition"},},"id":"c4c85fac-ae5a-4671-9e64-ca1a3b8883a5","typeName":"content_topic_edition"}],"paging":},"languages":],"paging":},"name":"Smart Home","description":"From Wi-Fi enabled appliances and security cameras to smart speakers and virtual assistants, ZDNET is here to help you build your own smart home network.","slug":"smart-home","landingPage":null,"listingPage":null,"typeName":"content_topic"},"typeName":"content_article"},},"image":,"dateUpdated":,"ursId":"25313232291487328791032814503303","roles":[,,],"profiles":,"dateUpdated":,"language":"en","title":"Contributing Writer","byline":"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC.","bureau":"US","authorBio":"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC. In 2013, Mediapost named him the Most Influential Person on Madison Avenue. His writing has been published all over the world, most recently on CNET.","expertise":"Advertising, marketing, creative","awardsAndCredentials":"More than 50 advertising creative awards worldwide (Sample: Gold Clio), Named Most Influential Person on Madison Avenue. Publications written for: Financial Times, Singapore Straits Times. Appeared on NPR, BBC World Service, WABC-NY. Executive Creative Di","education":"MA University of Cambridge. Rank Xerox Scholar at London School of Economics (Postgraduate)","authorDisclosure":"Chris Matyszczyk has nothing to disclose. He does not hold investments in the companies he writes about.","typeName":"user_user_profile"}],"paging":},"profile":,"dateUpdated":,"language":"en","title":"Contributing Writer","byline":"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC.","bureau":"US","authorBio":"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC. In 2013, Mediapost named him the Most Influential Person on Madison Avenue. His writing has been published all over the world, most recently on CNET.","expertise":"Advertising, marketing, creative","awardsAndCredentials":"More than 50 advertising creative awards worldwide (Sample: Gold Clio), Named Most Influential Person on Madison Avenue. Publications written for: Financial Times, Singapore Straits Times. Appeared on NPR, BBC World Service, WABC-NY. Executive Creative Di","education":"MA University of Cambridge. Rank Xerox Scholar at London School of Economics (Postgraduate)","authorDisclosure":"Chris Matyszczyk has nothing to disclose. He does not hold investments in the companies he writes about.","typeName":"user_user_profile"},"socialProfileIds":,"suppressProfile":false,"editions":[],"defaultTimezone":"America/Los_Angeles","cmsDisplayName":"Chris Matyszczyk","authorBlogs":[],"language":"en","title":"Contributing Writer","byline":"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC.","bureau":"US","authorBio":"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC. In 2013, Mediapost named him the Most Influential Person on Madison Avenue. His writing has been published all over the world, most recently on CNET.","expertise":"Advertising, marketing, creative","awardsAndCredentials":"More than 50 advertising creative awards worldwide (Sample: Gold Clio), Named Most Influential Person on Madison Avenue. Publications written for: Financial Times, Singapore Straits Times. Appeared on NPR, BBC World Service, WABC-NY. Executive Creative Di","education":"MA University of Cambridge. Rank Xerox Scholar at London School of Economics (Postgraduate)","authorDisclosure":"Chris Matyszczyk has nothing to disclose. He does not hold investments in the companies he writes about."},"dateCreated":,"dateUpdated":,"needsModeration":false,"mimeType":"image/png","deleted":false,"credits":"McDonald's/Screenshot by Chris Matyszczyk/ZDNET","alt":"McDonald's cheeseburger","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"label":null,"linkText":null,"linkUrl":null,"preferredProductName":null,"promoDek":"It all seemed like it was heading in one direction. Suddenly, it wasn't.","promoTitle":null,"slug":"mcdonalds-just-threw-technology-out-the-window-well-its-customers-did","title":"McDonald's just threw technology out the window (well, its customers did)","topic":,"authors":},"editions":},"id":"09c5a4d8-ad30-4c1c-9d8e-14b00df90708","typeName":"content_topic_edition"},},"id":"57cdfaee-fbf4-418b-90d9-6d86067744b1","typeName":"content_topic_edition"},},"id":"58b37fe4-43ba-4cca-8938-0f9ed2859657","typeName":"content_topic_edition"},},"id":"62784102-7ede-4b46-ac25-0dc794a6d2a4","typeName":"content_topic_edition"},},"id":"86818857-279a-4a5c-8329-625341ef86f7","typeName":"content_topic_edition"},},"id":"e15864c4-84f8-4cb5-9876-edd07a517282","typeName":"content_topic_edition"}],"paging":},"languages":],"paging":},"name":"Business","description":"Disruptive technologies coupled with the pandemic-accelerated work-from-home movement have transformed the way business gets done.","slug":"business","landingPage":null,"listingPage":null,"typeName":"content_topic"},"typeName":"content_article"},},"image":,"dateUpdated":,"ursId":"27051783234840286590268119258902","roles":[,],"profiles":,"dateUpdated":,"language":"en","title":"Managing Editor","byline":"Elyse Betters Picaro is an editor based in New York.","bureau":"US","authorBio":"Elyse Betters Picaro is a managing editor based in Upstate New York. \r\n\r\nShe currently leads a team of journalists who write buyer's guides, deals, and gift guides. She has experience editing countless advice pieces and has written over 8,000 articles -- including news, how-tos, explainers, and reviews on technology and even TV and entertainment-focused content -- for several leading online publications. \r\n\r\nPreviously, she was an editor at 9to5Mac and 9to5Google. She was also a US contributor at Pocket-lint. Before that, she worked as a beat reporter at different regional newspapers in Northeast America and freelanced for global websites such as the BBC. \r\n\r\nShe holds a Master of Fine Arts in writing from The New School in Manhattan and a Bachelor of Arts in journalism from the University of Massachusetts at Amherst.","expertise":"SEO, editing, and writing (in addition to the beats of consumer technology, mobile apps, TV and streaming services, mobile devices, software and services, and e-commerce)","awardsAndCredentials":null,"education":"Master of Fine Arts in writing (2014) from The New School in Manhattan and a Bachelor of Arts in journalism (2011) from the University of Massachusetts at Amherst","authorDisclosure":"Elyse Betters Picaro has nothing to disclose.","typeName":"user_user_profile"}],"paging":},"profile":,"dateUpdated":,"language":"en","title":"Managing Editor","byline":"Elyse Betters Picaro is an editor based in New York.","bureau":"US","authorBio":"Elyse Betters Picaro is a managing editor based in Upstate New York. \r\n\r\nShe currently leads a team of journalists who write buyer's guides, deals, and gift guides. She has experience editing countless advice pieces and has written over 8,000 articles -- including news, how-tos, explainers, and reviews on technology and even TV and entertainment-focused content -- for several leading online publications. \r\n\r\nPreviously, she was an editor at 9to5Mac and 9to5Google. She was also a US contributor at Pocket-lint. Before that, she worked as a beat reporter at different regional newspapers in Northeast America and freelanced for global websites such as the BBC. \r\n\r\nShe holds a Master of Fine Arts in writing from The New School in Manhattan and a Bachelor of Arts in journalism from the University of Massachusetts at Amherst.","expertise":"SEO, editing, and writing (in addition to the beats of consumer technology, mobile apps, TV and streaming services, mobile devices, software and services, and e-commerce)","awardsAndCredentials":null,"education":"Master of Fine Arts in writing (2014) from The New School in Manhattan and a Bachelor of Arts in journalism (2011) from the University of Massachusetts at Amherst","authorDisclosure":"Elyse Betters Picaro has nothing to disclose.","typeName":"user_user_profile"},"socialProfileIds":,"suppressProfile":false,"editions":[],"defaultTimezone":"America/New_York","cmsDisplayName":"Elyse Betters Picaro","authorBlogs":[],"language":"en","title":"Managing Editor","byline":"Elyse Betters Picaro is an editor based in New York.","bureau":"US","authorBio":"Elyse Betters Picaro is a managing editor based in Upstate New York. \r\n\r\nShe currently leads a team of journalists who write buyer's guides, deals, and gift guides. She has experience editing countless advice pieces and has written over 8,000 articles -- including news, how-tos, explainers, and reviews on technology and even TV and entertainment-focused content -- for several leading online publications. \r\n\r\nPreviously, she was an editor at 9to5Mac and 9to5Google. She was also a US contributor at Pocket-lint. Before that, she worked as a beat reporter at different regional newspapers in Northeast America and freelanced for global websites such as the BBC. \r\n\r\nShe holds a Master of Fine Arts in writing from The New School in Manhattan and a Bachelor of Arts in journalism from the University of Massachusetts at Amherst.","expertise":"SEO, editing, and writing (in addition to the beats of consumer technology, mobile apps, TV and streaming services, mobile devices, software and services, and e-commerce)","awardsAndCredentials":null,"education":"Master of Fine Arts in writing (2014) from The New School in Manhattan and a Bachelor of Arts in journalism (2011) from the University of Massachusetts at Amherst","authorDisclosure":"Elyse Betters Picaro has nothing to disclose."},"dateCreated":,"dateUpdated":,"needsModeration":false,"mimeType":"image/jpeg","deleted":false,"credits":null,"alt":"NFL Fantasy Football","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"label":null,"linkText":null,"linkUrl":null,"preferredProductName":null,"promoDek":"It's that time of year: The leaves are changing, and football is starting back up. If you want to host your own fantasy football league, ESPN Fantasy is ZDNET's top choice. We compared interfaces, users, timeliness of news, and brand reputation in order to find the best fantasy football apps that give you the most information in a quick glance for your fantasy season.","promoTitle":null,"slug":"best-fantasy-football-app","title":"Host your own fantasy football league: 5 apps that make it easy","topic":]}],"descendantCount":20,"type":,"authors":},"editions":},"id":"0943d1ab-e553-4742-b527-f18aa2ddfb88","typeName":"content_topic_edition"},},"id":"2539e975-4213-4b8a-b668-2f5d8370c966","typeName":"content_topic_edition"},},"id":"5ecfe461-6a5b-4809-86d0-b7a4fbaa625d","typeName":"content_topic_edition"},},"id":"9e2468d4-8fdb-432d-8877-30e10ae4206c","typeName":"content_topic_edition"},},"id":"d49f1390-2c8d-43db-8dd1-c29392949dd9","typeName":"content_topic_edition"},},"id":"e40cd2eb-0aec-457f-a04d-7dd7d1048626","typeName":"content_topic_edition"}],"paging":},"languages":],"paging":},"name":"Misc","description":null,"slug":"misc","landingPage":null,"listingPage":null,"typeName":"content_topic"},"typeName":"content_article"},},"image":{"id":"02c0c6c6-787a-4f18-9db3-e7fd7a3373a3","title":"iphone-12-pro-max-vs-iphone-12-mini","filename":"iphone-12-pro-max-vs-iphone-12-mini.jpg","path":"https://www.zdnet.com/a/img/2020/11/22/02c0c6c6-787a-4f18-9db3-e7fd7a3373a3/iphone-12-pro-max-vs-iphone-12-mini.jpg","caption":"
