Consent-Driven Continuous Delivery with Open Policy Agent and Spinnaker

Continuous Delivery (CD) pipelines require robust governance to balance automation with compliance, security, and auditability. Traditional manual approval processes introduce bottlenecks, while static policy enforcement lacks flexibility. This research introduces a consent-driven CD framework integrating Open Policy Agent (OPA)—a declarative policy engine—with Spinnaker, a leading open-source CD platform. The framework leverages OPA's dynamic policy-as-code capabilities to automate deployment consents based on contextual rules (e.g., security scans, environment risks, or regulatory requirements). By decoupling policy logic from Spinnaker's orchestration, our approach enables granular, auditable, and real-time consent decisions without halting pipelines for human intervention. We validate the solution through a case study demonstrating reduced deployment latency by 65%, elimination of manual approval backlogs, and consistent enforcement of organizational policies. The integration establishes a scalable, compliant CD workflow adaptable to evolving operational demands, proving that policy-driven automation enhances both velocity and governance in modern DevOps environments.

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Publication Details

Journal
Journal of Knowledge Learning and Science Technology ISSN 2959-6386 (online)
Published
2025-07-05
DOI
https://doi.org/10.60087/jklst.v4.n2.009
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
0.00
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article

Consent-Driven Continuous Delivery with Open Policy Agent and Spinnaker

Srikanth, Prabhu Muthusamy, Rama Krishna Inampudi
Journal of Knowledge Learning and Science Technology ISSN 2959-6386 (online)
Multi-Agent Systems and Negotiation
article

Consent-Driven Continuous Delivery with Open Policy Agent and Spinnaker

Srikanth, Prabhu Muthusamy, Rama Krishna Inampudi
article en

Abstract

Continuous Delivery (CD) pipelines require robust governance to balance automation with compliance, security, and auditability. Traditional manual approval processes introduce bottlenecks, while static policy enforcement lacks flexibility. This research introduces a consent-driven CD framework integrating Open Policy Agent (OPA)—a declarative policy engine—with Spinnaker, a leading open-source CD platform. The framework leverages OPA's dynamic policy-as-code capabilities to automate deployment consents based on contextual rules (e.g., security scans, environment risks, or regulatory requirements). By decoupling policy logic from Spinnaker's orchestration, our approach enables granular, auditable, and real-time consent decisions without halting pipelines for human intervention. We validate the solution through a case study demonstrating reduced deployment latency by 65%, elimination of manual approval backlogs, and consistent enforcement of organizational policies. The integration establishes a scalable, compliant CD workflow adaptable to evolving operational demands, proving that policy-driven automation enhances both velocity and governance in modern DevOps environments.

Journal of Knowledge Learning and Science Technology ISSN 2959-6386 (online)Vol. 4(2)
Citigroup (US), Cognizant (United States) (US), CVS Health (United States) (US)
Openalex Percentile: Top 92%
Multi-Agent Systems and Negotiation
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