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April 18, 2018 By Scott Fitzpatrick

DevSecOps and Log Analysis: Improving Application Security

As time goes on, more and more organizations are abandoning the outdated waterfall development methodology for more practical and efficient Agile development practices. As this movement has occurred, development teams are moving faster than ever by employing Continuous Integration (CI) and Continuous Deployment (CD) practices that are serving to shorten development cycles and get new features into production with increasing speed.

This does, however, come with greater security risk in some respects. The speed at which new code is being released has the effect of not only pushing new features out quickly, but also potentially creating new security vulnerabilities at the same time.

This is where DevSecOps comes into play. Through the implementation of DevSecOps practices supported by sufficient log analysis, organizations can ensure a high standard of application security in a fast-paced development life cycle without slowing the speed of application delivery.

What is DevSecOps?

Traditionally, the software development process was all but complete before application security came into consideration. A system would be fully designed and the code written, then analyzed by a security team that would identify existing security issues within the application. These issues would then be resolved, allowing the application to clear the security hurdle for a production release. This process no longer makes sense with the introduction of DevOps and shortened development cycles. As a result, DevSecOps was born into existence.

DevSecOps mandates that all members of the DevOps organization be involved in the implementation and testing of application security. Thus, they are therefore all responsible for the security of the application at some level. To succeed in implementing the practices of DevSecOps, developers need to code with security in mind, and testing needs to include testing for security vulnerabilities rather than just general issues with the application’s source code.

Tools for source code analysis and automated test scripts that check for security issues within the application can assist an organization in making application security a priority at all phases of the software development life cycle. This will lead to an application being inherently secure from the outset of the project, which will lead to fewer security issues popping up at the conclusion of the development cycle that could potentially delay a production release.

How can log analysis help a DevSecOps organization?

Logging and log analysis are essential factors in achieving and maintaining application security. They are also essential for the success of a DevSecOps organization as a whole. One of the biggest concepts in agile development is the idea of “continuously” evaluating the application. Examples include continuously testing the application to catch errors at the earliest possible moment in the development cycle, or continuously integrating code into a common codebase to allow for detection of code integration issues at the earliest point possible.

This is no different for logging and log analysis as it relates to application security. While developing, the software engineers should be sure to write code that will log information regarding any relevant security events such as authorization failures (and even successes), input validation issues, etc. In doing so, the developers will help build the foundation for a secure application. As they integrate their code into a common codebase to be deployed to test environments that mimic the specifications of the production environment, log files will be written that will be useful to security professionals for the audit and investigation of security issues within the application.

These log files can then be put to use when through regular analysis to identify any lapses in application security that may occur throughout the development process or even post-deployment to production. This is where log analysis software can show significant value. While it is not possible for humans to manually read each massive log file that is produced while the application is being tested or utilized in production, log analysis software such as that provided by Sumo Logic can assist in highlighting the vulnerabilities for your security team to investigate further.

Log analysis and its value to DevSecOps best practices

One of the most important aspects of the DevSecOps model is to begin implementing security measures as early as possible in the development cycle. Doing so requires both developer buy-in and involvement. By educating your developers in secure development practices and training them to develop securely and log valuable security data for analysis wherever it is applicable, you will find your applications to be more secure when you get to the later phases of the development cycle.

This will then carry over into the post-deployment phase of the life cycle where valuable log data will allow your organization to continuously monitor the application for security vulnerabilities that may have made it into production. As time goes on and multiple releases of your organization’s application(s) occur, the DevSecOps team will become more efficient and more innately habitual about employing secure development practices. In this way, you will improve application security with each subsequent release.


Like anything in life, application security processes change and evolve over time. While long development cycles and fewer releases per year were once standard, this approach is no longer effective in today’s fast-paced development culture. As a result, DevSecOps is the future of application security. Through the use of automation, developer buy-in and effective log analysis an organization can build and maintain secure applications without slowing down software delivery.

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Scott Fitzpatrick

Scott Fitzpatrick

Scott Fitzpatrick is a Fixate IO Contributor and has nearly 8 years of experience in software development. He has worked with many languages and frameworks, including Java, ColdFusion, HTML/CSS, JavaScript and SQL.

More posts by Scott Fitzpatrick.

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