Developer Identity Management: Securing the SDLC by Linking Code, Risk, and Accountability to Identity

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

Yet most security programs still cannot answer a basic question when risk appears in the SDLC: who introduced it.

Developer Identity Management addresses this blind spot by establishing clear attribution between developer identity, actions, and software risk. Traditional security tools analyze code, infrastructure, and runtime—but lack visibility into which developer or AI agent acted, how code was introduced, and how risk entered the SDLC.

Archipelo closes this gap with 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 Identity Management?

Developer Identity Management is not access provisioning or IAM.

It is the practice of attributing software risk to identity—understanding whether code was introduced by a human developer, a developer using AI, or an autonomous AI agent, and preserving that context across the SDLC.

Within modern development environments, developers act as custodians of source code, dependencies, CI/CD workflows, and AI-assisted tooling. Their actions directly influence security outcomes. Without identity-aware visibility, organizations are left with vulnerabilities that have no clear owner, no context, and no reliable path to prevention.

Developer Identity Management is operationalized through Developer Security Posture Management (DevSPM), which links scan results and security findings to developer identity and actions across the SDLC.

This enables organizations to:

  • Attribute vulnerabilities and policy violations to specific developers or AI agents

  • Preserve historical context for how risk entered the codebase

  • Enforce accountability without slowing development

  • Support investigation, remediation, and compliance with identity-aware evidence

Developer risk does not emerge in isolation. It is introduced through actions taken by identifiable actors across tools, repositories, and workflows.

Without developer identity attribution, organizations face recurring exposure from:

  • Insider Threats

Compromised credentials or misuse of access can lead to unauthorized code changes, data exposure, or deliberate sabotage—often without clear attribution.

  • AI-Assisted Development

When AI tools generate or modify code, organizations must understand who invoked the AI, where AI-generated code entered the SDLC, and how it correlates with downstream vulnerabilities.

  • Shadow IT and Unapproved Tools

Developers frequently introduce tools, plugins, or services outside approved inventories. Without identity-linked telemetry, these actions remain invisible.

  • Leaked Secrets and Sensitive Data

API keys, credentials, or tokens embedded in source code are rarely attributable after the fact—making remediation slow and incomplete.

Developer Identity Management ensures that risk is never detached from the actor who introduced it.

Why Developer Identity Is a Security Problem
Real-World Consequences of Weak Developer Identity

Security incidents consistently show that identity blind spots—not just code flaws—enable breaches:

These incidents highlight why developer identity must be treated as a first-class security signal.

How Archipelo Enables Developer Identity Management

Archipelo enables Developer Identity Management by creating a historical record of coding events across the SDLC tied to developer identity and actions—human and AI.

This identity-aware telemetry forms the foundation of Developer Security Posture Management, strengthening existing ASPM and CNAPP stacks with attribution and accountability they cannot provide on their own.

Key Capabilities:

  • Developer Vulnerability Attribution
    Trace scan results and vulnerabilities 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
    Generate insights into security risks introduced by developer actions across individuals and teams.

Together, these capabilities ensure that every risk has an identity, every incident has context, and every remediation has a clear owner.

Developer Identity Management as a Strategic Requirement

Ignoring developer identity creates persistent exposure across the SDLC:

  • Vulnerabilities without ownership

  • Incidents without root cause clarity

  • Compliance evidence without attribution

  • Repeated risks across teams and workflows

Developer Identity Management—enabled through Developer Security Posture Management—makes developers observable, accountable, and governable without disrupting velocity.

Archipelo strengthens existing ASPM and CNAPP stacks with developer-level observability and telemetry—providing the identity context required to secure modern software development.

Contact us to learn how Archipelo strengthens your existing ASPM and CNAPP stack with Developer Security Posture Management.

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