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

Can Ethereum Break Resistance and Surge Toward $3,000?

The current consolidation phase near $2,667 reflects a period of cooling momentum after a rapid surge that tested the resolve of short-sellers near the $2,800 psychological barrier. This recent price action highlights the delicate balance between aggressive buyers and the profit-taking tendencies of those who entered the market during the early September lows below $2,400. As Ethereum navigates this critical

Epicor Leads the Shift to AI-Driven Cognitive ERP Systems

Traditional ERP evaluations once focused on technical checklists but now prioritize rapid time to value and measurable improvements in operational KPIs. This fundamental transformation is being spearheaded by industry veterans like Epicor, which is redefining the role of Enterprise Resource Planning (ERP) systems under the strategic direction of Arturo Buzzalino. The shift from a passive “system of record” to an

How Is Institutional Adoption Shaping Ethereum’s Future?

While the network maintains its thirteen-minute finality for absolute security, token issuers can now opt for high-speed confirmation for time-sensitive transactions. This development marks a significant turning point in the structural evolution of the Ethereum ecosystem, which has matured from a decentralized playground into a cornerstone of the global financial architecture by late 2026. The convergence of sophisticated technical infrastructure

How Can 4 Bash Scripts Automate Your Entire Linux Desktop?

The transition from executing individual commands to running comprehensive bash scripts marks a shift toward a more professional and streamlined Linux experience. In the high-efficiency landscape of 2026, relying solely on manual input for repetitive administrative tasks is increasingly viewed as an outdated practice. By moving toward automation, users can ensure that their environments are consistent, secure, and ready for

Why Is Identity Resolution Critical for Customer Experience?

The definition of a customer often varies wildly between departments, with marketing focusing on emails while finance prioritizes billing accounts. This fundamental misalignment creates a fragmented operational environment where the customer experience is dictated by the limitations of internal databases rather than the reality of human behavior. In the current enterprise landscape of 2026, the primary challenge has evolved from