12 Biggest DevOps Challenges in 2026 (and How to Fix Them)

1. Resistance to the DevOps culture 2. New security vulnerabilities 3. Decision paralysis when choosing new tools 4. Roadblocks to developer access to tools and processes 5. Poor visibility into DevOps activity 6. Difficulty enforcing governance and compliance controls 7. Unexpected and unexplained costs 8. Maximizing CI/CD performance to ensure stable productivity 9. Improving scalability for DevOps infrastructure and deployments 10. Choosing the right DevOps metrics 11. Skill shortages and continuous up-skilling 12. Fixating on tools, not workflows and people Here’s a quick summary: This round-up isn’t an exhaustive list of every problem you might face, but we’ve tried to cover the key blockers that commonly affect DevOps teams. Planning for these issues within your DevOps strategy will help you achieve your software delivery objectives. ... DevOps adoption process inevitably brings change, and change often brings some level of pushback. Team members accustomed to established ways of working may hesitate or even resist altering their routines. For many, familiar habits and long-standing processes feel safer and more efficient than learning and adapting to new tools, workflows, and approaches. This hesitation is natural, but it can slow down adoption efforts if not managed carefully. … ## 4. Roadblocks to developer access to tools and processes DevOps exists to streamline the software delivery process, yet developers often struggle to utilize the new tools and systems it introduces. This can be due to inconvenient interfaces, incorrect access controls, or missing documentation. These barriers often obstruct routine but essential tasks, such as gathering infrastructure logs, provisioning new environments, or reviewing test results from CI/CD pipelines. When teams are forced to spend time wrestling with these hurdles, their ability to move quickly and iterate effectively is limited. … ## 5. Poor visibility into DevOps activity DevOps is designed to bring consistency and speed to the lifecycle, but because it touches so many interconnected systems, it can be difficult to keep track of everything that’s happening. Each step from code commits and repository-level development stats to automated testing pipelines and real-time deployment health needs to be carefully monitored. Without this visibility, diagnosing issues or spotting areas for improvement becomes guesswork. … Poorly designed governance can lead to serious risks such as security vulnerabilities, data breaches, or even costly regulatory penalties. On the other hand, overly rigid checks and restrictions can stifle productivity and slow down development, making it difficult for teams to meet their goals. This constant tension between enabling speed and ensuring control is what makes governance one of the top DevOps challenges. … ## 7. Unexpected and unexplained costs Lack of effective cost monitoring can easily lead to DevOps budget breaches at scale. Spending on infrastructure resources, tool licenses, and support agreements soon stacks up. Self-service infrastructure access and on-demand environment provisioning can worsen the issue by preventing you from accurately forecasting your future spend. If those environments are then forgotten, you could end up wasting your budget on redundant resources. This negates the benefits of any development efficiency improvements. … ## 8. Maximizing CI/CD performance to ensure stable productivity DevOps is designed to streamline and accelerate the software development and deployment process, helping teams release features faster and with greater reliability. However, when workflows are not carefully optimized, they can introduce unnecessary friction that actually slows developers down instead of empowering them. A frequent pain point is long-running CI/CD pipelines. When build, test, or deployment steps drag on for too long, developers are left waiting around to see whether their changes passed or if they need to make adjustments. This delay disrupts their flow and can also pile up frustration across the team. … ## 9. Improving scalability for DevOps infrastructure and deployments As organizations grow, DevOps performance and reliability often face new challenges. What once worked seamlessly with a smaller team and fewer deployments can quickly begin to strain under the weight of larger teams and more frequent release cycles. Systems that performed well in the early days may struggle to keep up with the increased demand and complexity. Over time, this can lead to issues such as slower application performance, difficulties in managing and coordinating tasks across teams, or even significant cost overruns. A lack of proactive planning and scalable processes compounds these challenges, making it harder to maintain the speed, efficiency, and reliability that modern DevOps practices require. … ## Key points DevOps workflows commonly fail due to unforeseen challenges. Whether you experience performance bottlenecks at scale or developers struggle to find available tools and processes, it’s important to plan for these problems as you implement DevOps within your teams. These DevOps challenges can feel intimidating, but planning for them upfront makes it easier to implement effective workarounds.