Environment-Specific Source of Truth for API Governance
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Solution Overview
Problem
Existing software development platforms face challenges in ensuring API and policy compliance governance while maintaining agility and flexibility, particularly in transitioning software projects between development, staging, and production environments.
Innovation Solution
Implementing multiple authoritative sources of truth within an orchestration platform, where different sources are associated with respective environments, allowing for flexible development in lower stages and formal governance in production, with automated review processes to ensure compliance.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If a single authoritative source of truth is used for API and policy governance, then compliance and security are ensured, but development agility and flexibility are reduced
Solution Approach 1:
The patent segments the single source of truth into multiple environment-specific sources of truth (development, staging, production). Each environment has its own authoritative source that can be independently managed, allowing flexible development in lower environments while maintaining strict governance in production through automated promotion processes.
Solution Approach 2:
The patent adds an environmental dimension to the source of truth model. Instead of a flat single source, it creates a hierarchical multi-dimensional structure where sources are organized by environment (dev, staging, prod), enabling different governance levels across dimensions while maintaining overall compliance through automated workflows.
2Reliability
If formal review processes are enforced for all deployments, then compliance and quality are maintained, but deployment speed and productivity are reduced
Solution Approach 1:
The patent performs preliminary formal reviews during the development and staging phases before production deployment. Code and policies are reviewed and validated in lower environments first, so that by the time production deployment is needed, the work is already approved and ready for rapid automated deployment, eliminating review bottlenecks at the critical production stage.
Solution Approach 2:
The patent allows automated CI/CD pipelines to skip manual review steps for production deployments when previous environments have already passed formal reviews. The automated promotion process rapidly moves through staging to production without repeating review processes, maintaining quality through prior validation while achieving fast deployment speeds.
3Productivity
If automated CI/CD pipelines are used for rapid deployment, then productivity and speed are improved, but governance control and compliance assurance are weakened
Solution Approach 1:
The patent implements feedback mechanisms where each environment's source of truth provides validation results back to the CI/CD pipeline. Automated workflows query the authoritative sources for compliance status, policy adherence, and approval states, using this feedback to gate automated deployments and ensure governance requirements are met before rapid promotion to the next environment.
Solution Approach 2:
The patent introduces automated governance intermediaries that sit between the CI/CD pipeline and the production environment. These intermediaries enforce policy compliance, validate API contracts, and verify approvals before allowing automated deployments to proceed, acting as a mediator that enables rapid deployment while maintaining governance control through automated enforcement.
Data Source
AI summary
Architectures and techniques are described that can implement or rely upon multiple different sources of truth (SOT) repositories, each of which can comprise authoritative versions of codebase, configurations, or other artifacts for different environments of an orchestration platform. For example, a first SOT repository can be utilized for a staging environment of the orchestration platform, while a second SOT repository, which differs from the first SOT repository, can be utilized for a production environment of the orchestration platform. Moreover, the disclosed techniques can tie a formal review process to a deployment process for a software development project, e.g., by enforcing certain deployment constraints.