Unsettling Practices in Tech: An Examination of Developers’ Risky Behaviour and the Role of AI in Tackling the Problem

In a recent survey conducted by market research firm OnePoll on behalf of Sauce Labs, shocking revelations regarding developer practices have come to light. The survey, which encompassed responses from 500 developers, provides valuable insights into the prevalence of code pushing without testing, the use of untested code generated by ChatGPT, merging pull requests without review, circumventing security protocols, unauthorized use of coworker’s credentials, increased testing responsibilities, the blurry line between laziness and overloaded tasks, the potential benefits of automation, the existence of a skills gap, and overwhelmed DevOps pipelines. This article delves into the survey findings and explores the implications for organizations and developers alike.

The survey’s most concerning finding is that a staggering 67% of developers admitted to pushing code into production without proper testing. This practice raises significant concerns about code quality, reliability, and potential risks to the systems and users they impact. Organizations must address this prevalent issue and implement proper testing protocols to ensure stability and security.

Another alarming discovery is that 60% of developers confessed to using untested code generated by ChatGPT, with 26% admitting to doing so regularly. While AI-generated code can provide efficiency and convenience, relying on untested code poses significant challenges. Organizations should emphasize the importance of thorough testing to prevent potential bugs, vulnerabilities, and unpredictable behaviour.

Merging Pull Requests without Reviews

The survey also uncovered that over two-thirds of developers merge their own pull requests without seeking a review. This practice disregards the crucial step of peer code review, which helps identify and rectify potential issues, inconsistencies, and code quality concerns. Organizations need to emphasize the importance of collaborative review processes to ensure robust codebases.

Circumventing Security Protocols

Disturbingly, three-quarters of developers confessed to circumventing security protocols, with 39% routinely doing so. This behavior poses significant risks to organizations, as it undermines established security measures and potentially exposes sensitive data and systems to unauthorized access. It is vital for organizations to address and enforce strict security protocols to safeguard their assets.

Unauthorized Use of Coworker’s Credentials

The survey revealed that a concerning 70% of developers admitted to using a coworker’s credentials to bypass access restrictions, with 41% doing so regularly. This behavior not only raises ethical concerns but also jeopardizes data integrity and system security. Organizations should foster a culture of accountability and implement measures to prevent unauthorized access.

Increased Responsibility for Testing

Interestingly, the survey found that 77% of developers have assumed more responsibility for testing over the past year. This shift may be attributed to various factors, including evolving project requirements, resource limitations, or a lack of dedicated testers. However, while developers taking on testing responsibilities can promote collaboration and efficiency, it is essential to ensure they possess the necessary expertise and resources to maintain code quality.

Laziness vs. Overloaded Tasks

The survey prompts us to question whether the observed developer practices are indicative of laziness or an overloaded workload. Increasingly, organizations have shifted more tasks to developers, resulting in overload and potential shortcuts. Striking a balance between task allocation, skill development, and workload management is crucial to avoid compromising code quality and security.

Increased Automation in DevOps Workflow

To reduce the cognitive load on developers and enhance code quality, organizations should consider automating tasks within a DevOps workflow. By automating repetitive and error-prone processes, developers can focus on higher-value activities, ensuring better code quality, improved security, and faster delivery. However, implementing automation requires careful planning, adherence to best practices, and sufficient resources.

The existence of a skills gap

The survey highlights a fundamental skills gap among developers, warranting attention from organizations and the industry as a whole. Adequate training, professional development opportunities, and mentorship programs can help address this gap, empowering developers with the necessary skills to meet evolving demands.

Overwhelmed DevOps Pipelines

With developers assuming more responsibilities, DevOps teams managing the overall codebase face overwhelmed pipelines. This situation calls for strategic resource allocation, improved workflow management, and the adoption of scalable solutions to maintain efficiency and prevent bottlenecks.

The survey’s findings shed light on concerning practices among developers, such as code pushing without testing, bypassing security protocols, and unauthorized use of credentials. Organizations must prioritize code quality, security, and collaborative processes to mitigate risks and ensure customer satisfaction. Emphasizing the importance of proper testing, implementing strict security protocols, exploring automation opportunities, addressing the skills gap, and managing DevOps pipelines effectively are steps towards building a strong developer culture and robust software development practices in the modern era.

Explore more

Is Desktop Customization the Cure for Linux Distro Hopping?

The rapid advancement of personal computing technology often creates a paradox where perfectly functional hardware is rendered obsolete by the arbitrary software constraints of major operating system vendors. Many users find themselves in a position where reliable machines, still possessing significant processing power and memory capacity, are suddenly excluded from receiving the latest security updates or feature sets. This forced

North Korean Hackers Use Fake macOS Updates to Steal Crypto

The sophisticated digital landscape of 2026 has witnessed a dramatic surge in highly targeted cyberattacks that specifically exploit the perceived inherent security of Apple’s macOS ecosystem. While many users once believed that the Unix-based architecture and rigorous app-vetting processes provided an impenetrable shield, state-sponsored actors from North Korea have proven otherwise by deploying deceptive software updates. These campaigns often leverage

Microsoft Copilot Flaw Enables Self-Propagating AI Worms

The rapid deployment of artificial intelligence within the corporate workspace has traditionally been viewed as a productivity catalyst, yet recent security discoveries have unveiled a sophisticated threat that fundamentally challenges the safety of automated workflows. Security researchers have identified a critical vulnerability within Microsoft Copilot for Word that facilitates a new class of “prompt injection” attacks, allowing malicious actors to

Is Your B2B PR Strategy Building Credibility or Just Noise?

Waiting until a major funding round or a massive product launch to initiate a public relations strategy often leaves B2B startups in a precarious position of anonymity during their most critical growth phases. Many founders operate under the misconception that public relations is a reactive mechanism, a lever to be pulled only when there is substantial news to share with

How Can B2B Brands Break Through Digital Marketing Fatigue?

The modern B2B procurement environment has transitioned into a hyper-saturated ecosystem where senior decision-makers are currently bombarded by a relentless stream of algorithmically generated outreach and automated marketing sequences. This pervasive digital marketing fatigue has rendered traditional tactics, such as high-volume email sequences and generic personalization tokens, largely ineffective for capturing the attention of high-value prospects who have grown cynical