SDLC Compliance: Enforcing Compliance Across the SDLC Through Developer-Level Visibility

74% of Software Security Risks Originate with Developers—Human and AI.
Yet most SDLC compliance programs struggle to enforce policy because they lack visibility into the developer actions, tools, and workflows that introduce risk during software creation.

Traditional compliance approaches focus on controls, documentation, and audits—but overlook a critical layer: the developers themselves. This blind spot makes it difficult to attribute violations, investigate incidents, or demonstrate audit-ready compliance across 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 SDLC Compliance?

SDLC compliance is the ability to ensure that software development activities align with internal policies and external regulatory requirements throughout the software development lifecycle.

However, compliance cannot be enforced without attribution.

Organizations cannot prove compliance—or remediate violations—without knowing:

  • Which developer or AI agent introduced a change

  • Which tool or workflow was used

  • How risk entered the SDLC

Developer Security Posture Management (DevSPM) provides the foundation for SDLC compliance by linking scan results to developer identity and AI activity, complementing and strengthening existing ASPM and CNAPP programs with developer-aware security.

Most compliance failures are not caused by missing policies—they are caused by missing visibility.

Traditional security and compliance tools can confirm that a vulnerability or policy violation exists, but cannot explain:

  • Who introduced it

  • Whether the action violated policy

  • Whether the issue is recurring across teams

Without developer-aware visibility, SDLC compliance becomes reactive, audit-heavy, and difficult to sustain.

Developer Security Posture Management fills this critical gap.

Organizations pursuing SDLC compliance consistently encounter the same developer-originated risks:

  • Unapproved Tools and Shadow IT
    Ungoverned CI/CD services, IDE extensions, and AI tools bypass policy controls.

  • Insecure AI-Assisted Development
    AI-generated code introduced without oversight may violate internal or regulatory standards.

  • Leaked Secrets and Sensitive Data
    Credentials embedded in code or exposed in repositories create compliance and security exposure.

  • Lack of Audit-Ready Evidence
    Without a historical record tied to developer identity and actions, compliance investigations stall.

Without DevSPM, these risks accumulate silently across the SDLC.

Common SDLC Compliance Risks
Real-World Examples of Compliance Risks

These incidents highlight the importance of SDLC Compliance:

Insider Threats and Identity Mismanagement, Uber Breach (2022):

Compromised developer credentials allowed a hacker to gain access to sensitive systems, demonstrating the importance of monitoring developer activity to prevent insider threats.

AI Code Vulnerabilities, GitHub Copilot Security Flaw (2024):

Researchers revealed that AI tools like GitHub Copilot occasionally suggest insecure code snippets if your existing codebase contains security issues, underscoring the need to monitor and follow compliant AI-driven code development.

How Archipelo Enables SDLC Compliance

Archipelo provides organizations with the tools and visibility needed to integrate compliance into developer workflows, ensuring adherence to policies and regulations across the SDLC.

  • 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 by generating insights into individual and team security posture.

Why SDLC Compliance is a Strategic Priority

Without SDLC compliance, organizations face:

  • Audit friction and incomplete evidence

  • Regulatory exposure and penalties

  • Repeated policy violations with unclear ownership

  • Elevated risk from ungoverned tools and AI usage

Developer Security Posture Management makes developers observable—human and AI—so compliance can be enforced at the source, not retroactively.

Archipelo strengthens existing ASPM and CNAPP stacks with Developer Security Posture Management—providing developer-level observability and telemetry required for enforceable, audit-ready SDLC compliance.

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.