
What security practices do 300,000 developers really do?
BSIMM 8 is out! Fantastic. The one and only large-scale study on what security practices large organizations put in place to produce secure software.
The study is carried out by application security professionals under the supervision of Gary McGraw, making sure the gathered data is consistent, accurate and gives an insight into what 300,000 developers do on a day-to-day basis.In my latest presentation, I reference BSIMM numbers where I mention that on average, there are 2 application security professional per 100 developers.
However, that hasn't been the case since BSIMM4. BSIMM8 reports that this number is even less, now at 1.6 per 100 developers. Hiring more application security professionals will simply not work as there is a shortage of talent. More than ever, we need to give the developers the tools and the training to write secure code that is hands-on, readily available and scalable for organisations.
The report also shows that the most common activity in the Training practice is providing an awareness training to all employees at 67%. I started mapping what we do at Secure Code Warrior (SCW) in the Training practice and realized that our solution can tick off all the 12 activities in the Training practice ranging from level 1 (most companies do it) to level 3 (very few companies do it).
One single solution that can be used to cover an entire practice!Out of the 12 training practices, the most interesting practices for the Secure Code Warrior solution are:
- Level 1: Provide awareness training
- Level 1: Deliver on-demand individual training
- Level 2: Enhance satellite through training (SCW metrics)
- Level 3: Reward progression through curriculum (SCW badges)
- Level 3: Provide training for vendors or outsourced workers (SCW Assessments)
- Level 3: Host external software security events (SCW Tournament mode)
- Level 3: Identify satellite through training (SCW metrics)
Are you confident that your current solution addresses these practices?


Almost 300,000 developers across approximately 95,000 applications use BSIMM8 to help plan, execute and measure their software security initiatives (SSIs).
Matias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.

Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
Book a demoMatias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.
Matias is a researcher and developer with more than 15 years of hands-on software security experience. He has developed solutions for companies such as Fortify Software and his own company Sensei Security. Over his career, Matias has led multiple application security research projects which have led to commercial products and boasts over 10 patents under his belt. When he is away from his desk, Matias has served as an instructor for advanced application security training courses and regularly speaks at global conferences including RSA Conference, Black Hat, DefCon, BSIMM, OWASP AppSec and BruCon.
Matias holds a Ph.D. in Computer Engineering from Ghent University, where he studied application security through program obfuscation to hide the inner workings of an application.


BSIMM 8 is out! Fantastic. The one and only large-scale study on what security practices large organizations put in place to produce secure software.
The study is carried out by application security professionals under the supervision of Gary McGraw, making sure the gathered data is consistent, accurate and gives an insight into what 300,000 developers do on a day-to-day basis.In my latest presentation, I reference BSIMM numbers where I mention that on average, there are 2 application security professional per 100 developers.
However, that hasn't been the case since BSIMM4. BSIMM8 reports that this number is even less, now at 1.6 per 100 developers. Hiring more application security professionals will simply not work as there is a shortage of talent. More than ever, we need to give the developers the tools and the training to write secure code that is hands-on, readily available and scalable for organisations.
The report also shows that the most common activity in the Training practice is providing an awareness training to all employees at 67%. I started mapping what we do at Secure Code Warrior (SCW) in the Training practice and realized that our solution can tick off all the 12 activities in the Training practice ranging from level 1 (most companies do it) to level 3 (very few companies do it).
One single solution that can be used to cover an entire practice!Out of the 12 training practices, the most interesting practices for the Secure Code Warrior solution are:
- Level 1: Provide awareness training
- Level 1: Deliver on-demand individual training
- Level 2: Enhance satellite through training (SCW metrics)
- Level 3: Reward progression through curriculum (SCW badges)
- Level 3: Provide training for vendors or outsourced workers (SCW Assessments)
- Level 3: Host external software security events (SCW Tournament mode)
- Level 3: Identify satellite through training (SCW metrics)
Are you confident that your current solution addresses these practices?

BSIMM 8 is out! Fantastic. The one and only large-scale study on what security practices large organizations put in place to produce secure software.
The study is carried out by application security professionals under the supervision of Gary McGraw, making sure the gathered data is consistent, accurate and gives an insight into what 300,000 developers do on a day-to-day basis.In my latest presentation, I reference BSIMM numbers where I mention that on average, there are 2 application security professional per 100 developers.
However, that hasn't been the case since BSIMM4. BSIMM8 reports that this number is even less, now at 1.6 per 100 developers. Hiring more application security professionals will simply not work as there is a shortage of talent. More than ever, we need to give the developers the tools and the training to write secure code that is hands-on, readily available and scalable for organisations.
The report also shows that the most common activity in the Training practice is providing an awareness training to all employees at 67%. I started mapping what we do at Secure Code Warrior (SCW) in the Training practice and realized that our solution can tick off all the 12 activities in the Training practice ranging from level 1 (most companies do it) to level 3 (very few companies do it).
One single solution that can be used to cover an entire practice!Out of the 12 training practices, the most interesting practices for the Secure Code Warrior solution are:
- Level 1: Provide awareness training
- Level 1: Deliver on-demand individual training
- Level 2: Enhance satellite through training (SCW metrics)
- Level 3: Reward progression through curriculum (SCW badges)
- Level 3: Provide training for vendors or outsourced workers (SCW Assessments)
- Level 3: Host external software security events (SCW Tournament mode)
- Level 3: Identify satellite through training (SCW metrics)
Are you confident that your current solution addresses these practices?

Click on the link below and download the PDF of this resource.
Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
View reportBook a demoMatias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.
Matias is a researcher and developer with more than 15 years of hands-on software security experience. He has developed solutions for companies such as Fortify Software and his own company Sensei Security. Over his career, Matias has led multiple application security research projects which have led to commercial products and boasts over 10 patents under his belt. When he is away from his desk, Matias has served as an instructor for advanced application security training courses and regularly speaks at global conferences including RSA Conference, Black Hat, DefCon, BSIMM, OWASP AppSec and BruCon.
Matias holds a Ph.D. in Computer Engineering from Ghent University, where he studied application security through program obfuscation to hide the inner workings of an application.
BSIMM 8 is out! Fantastic. The one and only large-scale study on what security practices large organizations put in place to produce secure software.
The study is carried out by application security professionals under the supervision of Gary McGraw, making sure the gathered data is consistent, accurate and gives an insight into what 300,000 developers do on a day-to-day basis.In my latest presentation, I reference BSIMM numbers where I mention that on average, there are 2 application security professional per 100 developers.
However, that hasn't been the case since BSIMM4. BSIMM8 reports that this number is even less, now at 1.6 per 100 developers. Hiring more application security professionals will simply not work as there is a shortage of talent. More than ever, we need to give the developers the tools and the training to write secure code that is hands-on, readily available and scalable for organisations.
The report also shows that the most common activity in the Training practice is providing an awareness training to all employees at 67%. I started mapping what we do at Secure Code Warrior (SCW) in the Training practice and realized that our solution can tick off all the 12 activities in the Training practice ranging from level 1 (most companies do it) to level 3 (very few companies do it).
One single solution that can be used to cover an entire practice!Out of the 12 training practices, the most interesting practices for the Secure Code Warrior solution are:
- Level 1: Provide awareness training
- Level 1: Deliver on-demand individual training
- Level 2: Enhance satellite through training (SCW metrics)
- Level 3: Reward progression through curriculum (SCW badges)
- Level 3: Provide training for vendors or outsourced workers (SCW Assessments)
- Level 3: Host external software security events (SCW Tournament mode)
- Level 3: Identify satellite through training (SCW metrics)
Are you confident that your current solution addresses these practices?
Table of contents
Matias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.

Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
Book a demoDownloadResources to get you started
Secure Code Warrior corporate overview
Secure Code Warrior is an AI Software Governance platform designed to enable organizations to safely adopt AI-driven development by bridging the gap between development velocity and enterprise security. The platform addresses the "Visibility Gap," where security teams often lack insights into shadow AI coding tools and the origins of production code.
Secure code training topics & content
Our industry-leading content is always evolving to fit the ever changing software development landscape with your role in mind. Topics covering everything from AI to XQuery Injection, offered for a variety of roles from Architects and Engineers to Product Managers and QA. Get a sneak peek of what our content catalog has to offer by topic and role.
Cyber Resilience Act (CRA) Aligned Learning Pathways
SCW supports Cyber Resilience Act (CRA) readiness with CRA-aligned Quests and conceptual learning collections that help development teams build the Secure by Design, SDLC, and secure coding skills aligned with the CRA’s secure development principles.
Resources to get you started
Observe and Secure the ADLC: A Four-Point Framework for CISOs and Development Teams Using AI
While development teams look to make the most of GenAI’s undeniable benefits, we’d like to propose a four-point foundational framework that will allow security leaders to deploy AI coding tools and agents with a higher, more relevant standard of security best practices. It details exactly what enterprises can do to ensure safe, secure code development right now, and as agentic AI becomes an even bigger factor in the future.






