SDLC Governance: Developer-Aware Security and Compliance Across the SDLC

74% of Software Security Risks Originate with Developers—Human and AI.
Yet most SDLC governance programs focus on process checkpoints, tooling standards, and policy documentation—without visibility into the developer identity and actions that actually introduce risk during the software development lifecycle.

Traditional SDLC governance defines what should happen across development stages, but often lacks the telemetry required to understand who acted, how risk entered the SDLC, and why issues recur. This gap leaves organizations exposed to insider risk, insecure development practices, and compliance failures.

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 Governance?

SDLC governance is the practice of enforcing security and compliance expectations across the software development lifecycle. Effective governance requires more than policy—it requires visibility into how development actually occurs.

Developer Security Posture Management (DevSPM) provides the foundation for SDLC governance by making developer actions observable across the SDLC—human and AI—so governance controls can be enforced with evidence, attribution, and accountability.

Without developer-aware visibility, governance programs struggle to:

  • Attribute security findings to responsible actors

  • Enforce tool and workflow standards consistently

  • Investigate incidents rooted in development activity

  • Provide audit-ready evidence tied to developer behavior

DevSPM fills this gap by linking scan results, tool usage, and risk signals to developer identity and actions.

Traditional governance frameworks often rely on static controls and periodic reviews. However, developer risk emerges dynamically—through commits, pull requests, AI-assisted coding, and tool usage across environments.

Without developer-aware telemetry, organizations cannot answer:

  • Who introduced this risk?

  • Which action or tool caused it?

  • Is this behavior recurring across teams or workflows?

This lack of attribution weakens policy enforcement, slows incident response, and complicates compliance validation.

Why SDLC Governance Breaks Without Developer Context
Real-World Examples of SDLC Governance Failures

High-profile incidents underscore the necessity of SDLC Governance:

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 govern AI-driven code development.

How Archipelo Enables SDLC Governance

Archipelo capabilities which provide the operational signals required to govern the SDLC with precision:

  • 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.

SDLC Governance as an Outcome of DevSPM

SDLC governance is not achieved through policy alone. It is achieved when developer actions are observable, attributable, and governed in real time.

Developer Security Posture Management makes SDLC governance enforceable by connecting security outcomes to developer identity and actions—human and AI.

Archipelo strengthens existing ASPM and CNAPP stacks with Developer Security Posture Management—providing the developer-level observability and telemetry required for effective SDLC governance.

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.