Understanding Developer Security Posture Management

74% of Software Security Risks Originate with Developers—Human and AI.

Developer Security Posture Management (DevSPM) addresses a critical blind spot in modern security programs: the lack of visibility into the developers and actions behind software risk.

Traditional security tools analyze code, infrastructure, and runtime, but cannot trace vulnerabilities back to the developers or actions that introduced them. This gap leaves organizations continuously exposed across the SDLC. Archipelo enables organizations to adopt Developer Security Posture Management by providing developer-level observability and telemetry—linking developer identity and actions to proactively identify and mitigate risks before, during, and after code is committed.

What is Developer Security Posture Management?

Developers are the gatekeepers of modern software systems. Their actions—whether human or AI-assisted—directly influence software security outcomes across the SDLC. By actively managing developer security posture, organizations can reduce risks, ensure governance, and establish a development process deeply rooted in security principles.

Developer Security Posture Management (DevSPM) is the first system of record linking scan results to developer identity and AI activity, complementing and strengthening ASPM and CNAPP with developer-aware security. DevSPM enables organizations to:

  • Trace scan results to specific developers and AI agents;

  • Monitor security risks introduced by developer actions;

  • Govern developer and CI/CD tool usage across the SDLC;

  • Generate audit-ready records tied to developer identity and actions.

These capabilities offer a comprehensive pathway for organizations to align developer practices with robust security policies, ensuring a secure and compliant software development process.

Managing developer security posture requires visibility into how vulnerabilities are introduced during the software development lifecycle—who made the change, what action occurred, and how risk entered the codebase. These risks often result from a mix of human mistakes, poor security habits, and sophisticated cyberattacks. Without effective risk management strategies, such issues can lead to exploitable flaws and hinder compliance efforts.

For example, insider threats—whether from malicious intent or compromised accounts—can lead to stolen code, embedded vulnerabilities, or unauthorized data exposure. Without developer-aware visibility, organizations struggle to address:

  • Insider threats tied to compromised developer credentials

  • Shadow IT introduced through unapproved tools and environments

  • Risky behaviors such as insecure AI-generated code or unverified dependencies

DevSPM links these risks directly to developer actions, enabling faster triage, clearer accountability, and more effective remediation.

The Challenges of Developer Risk: Why Posture Matters
Real-World Impact of Poor Developer Posture

Real-world incidents continue to demonstrate the impact of unmanaged developer actions and weak visibility into developer security posture—reinforcing the need for Developer Security Posture Management as part of a broader security strategy:

How Archipelo Supports Developer Security Posture Management

Archipelo supports Developer Security Posture Management by creating a historical record of coding events across the SDLC tied to developer identity and actions—embedding security into every stage of development.

Key Features of Archipelo Capabilities:

  • Developer Vulnerability Attribution: Trace CVE scan results to the developers and AI agents who introduced them.

  • Automated Developer & CI/CD Tool Governance: Scan developer and CI/CD tools to verify tool inventory and mitigate shadow IT risks.

  • AI Code Usage & Risk Monitor: Monitor AI code tool usage to ensure

    secure and responsible software development.

  • Developer Security Posture: Monitor security risks of developer actions and generate insights into individual and team security posture.

Through these capabilities, Archipelo empowers organizations to strengthen their SDLC, reduce insider threats, and improve software security.

Making Developer Security Posture Management a Strategic Imperative

Ignoring developer security posture creates ongoing risk across the SDLC—from ungoverned tools and insecure AI usage to vulnerabilities with no clear owner.

Developer Security Posture Management makes developers observable—human and AI—so organizations can address root cause, not just patch symptoms.

Contact us to learn more about how Archipelo can help your team integrate security into development and align with DevSecOps best practices.

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Archipelo helps organizations ensure developer security, resulting in increased software security and trust for your business.