Shifting the focus from reactive to proactive, with human-led secure coding
The same 10 software vulnerabilities have caused more security breaches in the last 20+ years than any others. And yet, many businesses still opt for post-breach, post-event remediation; muddling through the human and business ramifications of it all. But now a new research study points to a new, human-led direction.
The following discusses insights derived from a study conducted by Secure Code Warrior with Evans Data Corp titled ‘Shifting from reaction to prevention: The changing face of application security’ (2021) exploring developers attitudes towards secure coding, secure code practices, and security operations. Download the whitepaper here.
In the soon-to-be-released study, developers and development managers were asked about the activities they associate with secure coding. The top three responses were:
- Using scanning tools on deployed applications.
- Manually reviewing code for vulnerabilities.
- The active and ongoing practice of writing software that is protected from vulnerabilities.
So what is this telling us? Two of the top three responses are still focused on reactive approaches, the first dependent on tooling (scanners), and second on the developer (i.e. human) performing manual checks – in both cases after the code is written. Vulnerabilities detected using these methods have to be kicked back to the development team for rework with knock-on effects on project timelines and project costs.
At the same time, two of the three activities nominated rely on the human element – a pointer to growing perceptions of security as a human issue. But of all the activities nominated, the most telling is No. 3, which identifies the human factor in writing software that is protected from vulnerabilities in the first place. This highlights a shift to starting left – a proactive and preventive approach that bakes security into software right from the start of the software development lifecycle.
Reactive can equal EXPENSIVE
According to an IBM study*, it is thirty times more expensive to fix vulnerabilities in post-release code than if they were found and remediated at the beginning. That’s a powerful incentive for a new proactive and a more human approach to defense of software security that equips developers to code more securely, right from the start.
This is what you could call a human-led defense. But to get developers to start caring about security, it has to become part of the way they think and code every day. This is a call for new approaches to training that are hyper-relevant to developers’ everyday work and inspire them to want to learn – neither of which can be said of current training models.
To create a proactive security culture, new training is needed that:
- makes secure coding a positive and engaging experience for developers as they increase their software security skills
- encourages developers to view their daily coding tasks through a security mindset
- makes secure coding intrinsic to their daily workflow
When these threads come together, vulnerabilities are prevented from occurring in the first place, allowing teams to ship quality code faster, with confidence. The good news is that a Learning Platform already exists that 'starts left' in the software development process – one that is already empowering developers with the skills and tools to create quality code from the very start.
*IBM Software Group; Minimizing Code Defects to Improve Software Quality and Lower Development Costs
https://docplayer.net/11413245-Minimizing-code-defects-to-improve-software-quality-and-lower-development-costs.html
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The same 10 software vulnerabilities have caused more security breaches in the last 20+ years than any others. And yet, many businesses still opt for post-breach, post-event remediation; muddling through the human and business ramifications of it all. But now a new research study points to a new, human-led direction.
Secure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.

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 demoSecure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.
This article was written by Secure Code Warrior's team of industry experts, committed to empowering developers with the knowledge and skills to build secure software from the start. Drawing on deep expertise in secure coding practices, industry trends, and real-world insights.
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The same 10 software vulnerabilities have caused more security breaches in the last 20+ years than any others. And yet, many businesses still opt for post-breach, post-event remediation; muddling through the human and business ramifications of it all. But now a new research study points to a new, human-led direction.
The following discusses insights derived from a study conducted by Secure Code Warrior with Evans Data Corp titled ‘Shifting from reaction to prevention: The changing face of application security’ (2021) exploring developers attitudes towards secure coding, secure code practices, and security operations. Download the whitepaper here.
In the soon-to-be-released study, developers and development managers were asked about the activities they associate with secure coding. The top three responses were:
- Using scanning tools on deployed applications.
- Manually reviewing code for vulnerabilities.
- The active and ongoing practice of writing software that is protected from vulnerabilities.
So what is this telling us? Two of the top three responses are still focused on reactive approaches, the first dependent on tooling (scanners), and second on the developer (i.e. human) performing manual checks – in both cases after the code is written. Vulnerabilities detected using these methods have to be kicked back to the development team for rework with knock-on effects on project timelines and project costs.
At the same time, two of the three activities nominated rely on the human element – a pointer to growing perceptions of security as a human issue. But of all the activities nominated, the most telling is No. 3, which identifies the human factor in writing software that is protected from vulnerabilities in the first place. This highlights a shift to starting left – a proactive and preventive approach that bakes security into software right from the start of the software development lifecycle.
Reactive can equal EXPENSIVE
According to an IBM study*, it is thirty times more expensive to fix vulnerabilities in post-release code than if they were found and remediated at the beginning. That’s a powerful incentive for a new proactive and a more human approach to defense of software security that equips developers to code more securely, right from the start.
This is what you could call a human-led defense. But to get developers to start caring about security, it has to become part of the way they think and code every day. This is a call for new approaches to training that are hyper-relevant to developers’ everyday work and inspire them to want to learn – neither of which can be said of current training models.
To create a proactive security culture, new training is needed that:
- makes secure coding a positive and engaging experience for developers as they increase their software security skills
- encourages developers to view their daily coding tasks through a security mindset
- makes secure coding intrinsic to their daily workflow
When these threads come together, vulnerabilities are prevented from occurring in the first place, allowing teams to ship quality code faster, with confidence. The good news is that a Learning Platform already exists that 'starts left' in the software development process – one that is already empowering developers with the skills and tools to create quality code from the very start.
*IBM Software Group; Minimizing Code Defects to Improve Software Quality and Lower Development Costs
https://docplayer.net/11413245-Minimizing-code-defects-to-improve-software-quality-and-lower-development-costs.html
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The same 10 software vulnerabilities have caused more security breaches in the last 20+ years than any others. And yet, many businesses still opt for post-breach, post-event remediation; muddling through the human and business ramifications of it all. But now a new research study points to a new, human-led direction.
The following discusses insights derived from a study conducted by Secure Code Warrior with Evans Data Corp titled ‘Shifting from reaction to prevention: The changing face of application security’ (2021) exploring developers attitudes towards secure coding, secure code practices, and security operations. Download the whitepaper here.
In the soon-to-be-released study, developers and development managers were asked about the activities they associate with secure coding. The top three responses were:
- Using scanning tools on deployed applications.
- Manually reviewing code for vulnerabilities.
- The active and ongoing practice of writing software that is protected from vulnerabilities.
So what is this telling us? Two of the top three responses are still focused on reactive approaches, the first dependent on tooling (scanners), and second on the developer (i.e. human) performing manual checks – in both cases after the code is written. Vulnerabilities detected using these methods have to be kicked back to the development team for rework with knock-on effects on project timelines and project costs.
At the same time, two of the three activities nominated rely on the human element – a pointer to growing perceptions of security as a human issue. But of all the activities nominated, the most telling is No. 3, which identifies the human factor in writing software that is protected from vulnerabilities in the first place. This highlights a shift to starting left – a proactive and preventive approach that bakes security into software right from the start of the software development lifecycle.
Reactive can equal EXPENSIVE
According to an IBM study*, it is thirty times more expensive to fix vulnerabilities in post-release code than if they were found and remediated at the beginning. That’s a powerful incentive for a new proactive and a more human approach to defense of software security that equips developers to code more securely, right from the start.
This is what you could call a human-led defense. But to get developers to start caring about security, it has to become part of the way they think and code every day. This is a call for new approaches to training that are hyper-relevant to developers’ everyday work and inspire them to want to learn – neither of which can be said of current training models.
To create a proactive security culture, new training is needed that:
- makes secure coding a positive and engaging experience for developers as they increase their software security skills
- encourages developers to view their daily coding tasks through a security mindset
- makes secure coding intrinsic to their daily workflow
When these threads come together, vulnerabilities are prevented from occurring in the first place, allowing teams to ship quality code faster, with confidence. The good news is that a Learning Platform already exists that 'starts left' in the software development process – one that is already empowering developers with the skills and tools to create quality code from the very start.
*IBM Software Group; Minimizing Code Defects to Improve Software Quality and Lower Development Costs
https://docplayer.net/11413245-Minimizing-code-defects-to-improve-software-quality-and-lower-development-costs.html

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 demoSecure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.
This article was written by Secure Code Warrior's team of industry experts, committed to empowering developers with the knowledge and skills to build secure software from the start. Drawing on deep expertise in secure coding practices, industry trends, and real-world insights.
The same 10 software vulnerabilities have caused more security breaches in the last 20+ years than any others. And yet, many businesses still opt for post-breach, post-event remediation; muddling through the human and business ramifications of it all. But now a new research study points to a new, human-led direction.
The following discusses insights derived from a study conducted by Secure Code Warrior with Evans Data Corp titled ‘Shifting from reaction to prevention: The changing face of application security’ (2021) exploring developers attitudes towards secure coding, secure code practices, and security operations. Download the whitepaper here.
In the soon-to-be-released study, developers and development managers were asked about the activities they associate with secure coding. The top three responses were:
- Using scanning tools on deployed applications.
- Manually reviewing code for vulnerabilities.
- The active and ongoing practice of writing software that is protected from vulnerabilities.
So what is this telling us? Two of the top three responses are still focused on reactive approaches, the first dependent on tooling (scanners), and second on the developer (i.e. human) performing manual checks – in both cases after the code is written. Vulnerabilities detected using these methods have to be kicked back to the development team for rework with knock-on effects on project timelines and project costs.
At the same time, two of the three activities nominated rely on the human element – a pointer to growing perceptions of security as a human issue. But of all the activities nominated, the most telling is No. 3, which identifies the human factor in writing software that is protected from vulnerabilities in the first place. This highlights a shift to starting left – a proactive and preventive approach that bakes security into software right from the start of the software development lifecycle.
Reactive can equal EXPENSIVE
According to an IBM study*, it is thirty times more expensive to fix vulnerabilities in post-release code than if they were found and remediated at the beginning. That’s a powerful incentive for a new proactive and a more human approach to defense of software security that equips developers to code more securely, right from the start.
This is what you could call a human-led defense. But to get developers to start caring about security, it has to become part of the way they think and code every day. This is a call for new approaches to training that are hyper-relevant to developers’ everyday work and inspire them to want to learn – neither of which can be said of current training models.
To create a proactive security culture, new training is needed that:
- makes secure coding a positive and engaging experience for developers as they increase their software security skills
- encourages developers to view their daily coding tasks through a security mindset
- makes secure coding intrinsic to their daily workflow
When these threads come together, vulnerabilities are prevented from occurring in the first place, allowing teams to ship quality code faster, with confidence. The good news is that a Learning Platform already exists that 'starts left' in the software development process – one that is already empowering developers with the skills and tools to create quality code from the very start.
*IBM Software Group; Minimizing Code Defects to Improve Software Quality and Lower Development Costs
https://docplayer.net/11413245-Minimizing-code-defects-to-improve-software-quality-and-lower-development-costs.html
Table of contents
Secure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.

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
AI Coding Assistants: A Guide to Security-Safe Navigation for the Next Generation of Developers
Large language models deliver irresistible advantages in speed and productivity, but they also introduce undeniable risks to the enterprise. Traditional security guardrails aren’t enough to control the deluge. Developers require precise, verified security skills to identify and prevent security flaws at the outset of the software development lifecycle.
Secure by Design: Defining Best Practices, Enabling Developers and Benchmarking Preventative Security Outcomes
In this research paper, Secure Code Warrior co-founders, Pieter Danhieux and Dr. Matias Madou, Ph.D., along with expert contributors, Chris Inglis, Former US National Cyber Director (now Strategic Advisor to Paladin Capital Group), and Devin Lynch, Senior Director, Paladin Global Institute, will reveal key findings from over twenty in-depth interviews with enterprise security leaders including CISOs, a VP of Application Security, and software security professionals.
Resources to get you started
Setting the Standard: SCW Releases Free AI Coding Security Rules on GitHub
AI-assisted development is no longer on the horizon — it’s here, and it’s rapidly reshaping how software is written. Tools like GitHub Copilot, Cline, Roo, Cursor, Aider, and Windsurf are transforming developers into co-pilots of their own, enabling faster iteration and accelerating everything from prototyping to major refactoring projects.
Close the Loop on Vulnerabilities with Secure Code Warrior + HackerOne
Secure Code Warrior is excited to announce our new integration with HackerOne, a leader in offensive security solutions. Together, we're building a powerful, integrated ecosystem. HackerOne pinpoints where vulnerabilities are actually happening in real-world environments, exposing the "what" and "where" of security issues.