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Developer Insights

Gain Deeper Insight into Your Development Team

Real security improvement requires visibility into both code risk and developer capability. By pairing live risk signals with developer profiles and assessments, organizations can prioritize training that measurably reduces risk—without slowing engineering teams. 

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Developer Profile 

Train developers based on who they are and what they build. 

Use developer context to move beyond generic training and align learning with real-world development environments. 

Developer Profiles help you account for: 

  • Experience and background 
  • Languages, frameworks, and platforms 
  • Responsibilities, tools, and security exposure 

This ensures training is practical, targeted, and applied where it matters. 

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Developer Security Knowledge Assessments

Understand what developers know and where training is needed. 

Establish a clear baseline of security knowledge across your development team, from foundational risks to advanced attack techniques and emerging areas like AI/LLM security. Assessments provide objective insight into strengths, gaps, and progress, so training decisions are based on evidence rather than assumptions. 

Developer Security Knowledge Assessments help you: 

  • Establish a security knowledge baseline and identify gaps across individuals and teams across multiple topic areas 
  • Measure progress over time to understand where training is making an impact with individual scores, proficiency levels, team-level dashboards, and exportable data to track progress and guide training decisions. 
  • Streamline the learning experience by allowing developers to test out of content they already know 

This insight helps ensure training is focused, relevant, and aligned with real needs.

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Assess Knowledge Across Four Key Areas

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Secure Coding

  • Assesses the ability to identify and mitigate code vulnerabilities through questions targeting specific issues from the OWASP Top 10 and CWE Top 25 across different programming languages.

  • Topics Assessed:​
    • CWE Top 25​
    • OWASP Top 10​
  • There are three types of interactive coding questions in Secure Coding Assessments:
    1. Identify the line of code that will secure the vulnerable line ​
    2. Identify the block of code that creates a vulnerability​
    3. Identify which line of code makes the code vulnerable​

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Secure Development

  • Assesses knowledge of secure practices across DevSecOps, the Secure Development Lifecycle (SDL), and Threat Modeling, evaluating the ability to integrate security throughout the software development process.​
  • Focuses on:​
    • DevSecOps​
    • Secure Development Lifecycle​
    • Threat Modeling​

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Core Security Concepts

  • Assess the learner's knowledge of security terminology, foundational topics like data privacy, and the importance of a security-focused organizational culture.
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  • Topics Assessed:​
    • Basic Terms​
    • Fundamental Security Topics​
    • Organizational Security Culture​
Security Journey Assessments

AI/LLM

Assess the learner's knowledge of foundational concepts and advanced attack vectors in contemporary AI/LLM security.

  • AI & Secure Coding
  • Risks & Vulnerabilities
  • Governance & Responsible Use
  • Developer Readiness

Secure Coding

Secure Development

Core Security Concepts

AI Assessment

Use real code activity to drive targeted security training

Connect Security Journey to GitHub to identify security weaknesses as they’re introduced in real code, and align training directly to the risks developers are actually creating.

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GitHub Integration Flow

GitHub Integration

Use real code activity to drive targeted training. 

Connect Security Journey to your GitHub repositories to understand where security weaknesses are being introduced in real code. By analyzing live commit activity by CWE, you can move beyond assumptions and align training with the risks developers are actually creating. 

Connect training to real code risk 

Analyze GitHub commit activity by CWE to identify the security weaknesses being introduced across repositories and teams. 

Prioritize what matters most 

Surface a consolidated, evidence-based view of emerging vulnerabilities so attention stays focused on the highest-impact risks. 

Assign targeted training in minutes 

Map CWE findings directly to Security Journey lessons, delivering timely, relevant skill reinforcement without disrupting developer workflows.