CloudBees survey exposes verification gap
The rapid adoption of AI-generated code is driving production failures and higher costs for enterprise customers. Eighty-one percent of enterprise technology leaders among more than 200 surveyed reported an increase in production issues linked to AI-generated code, according toin an email that these issues tend to refer to functionality bugs, performance issues, availability problems, and security vulnerabilities rather than CI/CD failures.
Fedora: Microsoft is all aboard, but Deepin is dumped "These are issues that surface after code has already been deployed to production, which means the code passed every review and deployment gate and still broke things," said Gottumukkala.
"When failures happen post-deployment, it signals that the validation process itself isn’t keeping pace with what AI is producing. "Yet 92 percent of respondents expressed confidence that their code was production-ready before it shipped.in an email that the report does not isolate what specifically failed at these organizations. "It spans functional defects, security vulnerabilities, and compliance violations that reach production because governance and validation have not scaled with output," he said.
"The same study found 69 percent citing security vulnerabilities and 63 percent citing compliance issues introduced by AI generated code specifically. ""AI generates code faster than teams can validate it," he said. "Seventy percent of respondents now say test suite maintenance is a larger burden than writing code itself. These are not system crashes in the traditional sense.
They are the full spectrum of what reaches production when volume outpaces the capacity to verify quality, security, and compliance before deployment.
" Respondents said 61 percent of their organizations' code has been generated by AI or has come into being with AI assistance. And 64 percent of the engineering organizations involved say AI is widely or fully integrated into their workflows. The result is that more than half of those surveyed report an uptick in software development output.
And while 68 percent of organizations appear to be convinced AI is delivering business value, only 31 percent of AI-related spending can be linked to specific business results. In 36 percent of organizations, AI spending is tracked without measuring the return on investment or isn't tracked at all. With more code comes more cost from infrastructure spending, in the form of increased CI/CD, testing, and security scanning.
Some 54 percent of respondents said CI/CD infrastructure spending has risen significantly in the past 12 months, and 53 percent flagged rising testing, security, and deployment costs. Only 45 percent of respondents say these costs are predictable quarter to quarter. Yet relatively few organizations have taken steps to control AI spending: 27 percent report quotas or limits on token usage, while just 18 percent have automated spending controls. And this is a problem without ownership.
Just 12 percent of organizations have dedicated AI governance. For 46 percent, the buck stops with the CTO or VP of engineering when there's a production failure. For 32 percent, blame falls on the engineering lead or team associated with the tool that messed up the code. For 7 percent, the developer who shipped the pull request takes the heat.
It may be tempting to take comfort in the fact that 93 percent of respondents say their organization has a formal process for reviewing and releasing AI-generated code. But keep in mind that only 56 percent of survey takers say those processes are always enforced.
®Intel's CEO reveals early hiring challenges as bankruptcy concerns deterred top talentZTE releases Sustainability Report 2025: driving a new chapter in sustainable development through AI Through its"All in AI, AI for All" vision, ZTE surpasses climate targets, bridges the global digital divide, and strengthens governance resilienceUtah tells porn sites to take the P out of VPNs, and it's their fault that they can'tSystemsInfrastructure teams are facing a perfect storm: extended hardware lead times, rising costs driven by AI demand, and accelerated platform timelines. From Prompt to Exploit: How LLMs Are Changing API AttacksJoin Druva experts for a compelling deep dive into what it takes to build an identity-first recovery strategy in this new threat landscape.
Join Druva experts for a compelling deep dive into what it takes to build an identity-first recovery strategy in this new threat landscape. They’ll reveal how attackers use your profile as intel and show you how to make yourself harder to targetAI Found the Problem. Now What?
Step into the chaos of a live ransomware breach, test your response skills, and team up with other IT and security pros to outsmart cybercriminalsIntel's CEO reveals early hiring challenges as bankruptcy concerns deterred top talentFedora: Microsoft is all aboard, but Deepin is dumpedEven Claude agrees: hole in its sandbox was real and dangerousOpenAI floats buy-before-your-try AI availability guaranteeBye-bye, Gemini CLI; Google's gone and swapped you for a closed-source AIAnother day, another AI bug silently fixed with no CVE and no public disclosureOpenAI floats buy-before-your-try AI availability guaranteeRed Hat’s free distro loses a desktop, but makes an important new friendPlex appeal fades as Lifetime Pass jumps to $750Nobody believes the 'criminals and scumbags' who hacked Canvas really deleted stolen student data
United States Latest News, United States Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
DVSA shrugs off claims of week-long booking site issues: Agency insists everything is working fine, even though users spend days failing to load it
Read more »
Google Cloud suspended major customer Railway.com without cause, causing outageThis is the service we get when we spend $10m plus? asks automated code deployment outfit
Read more »
Google Cloud suspended major customer Railway.com without cause, causing outageThis is the service we get when we spend $10m plus? asks automated code deployment outfit
Read more »
Call for more West Lothian councillors on board to decide how to spend £20mCouncillor Angela Doran-Timson said there should be greater council representation on the board which will determine how £20m will be spent in Whitburn, Blackburn and Fauldhouse.
Read more »