CI/CD Pipeline Operations Code Segmentation
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Solution Overview
Problem
Cloud service providers face challenges in managing operations code within continuous integration/continuous delivery (CI/CD) pipelines, as errors in operations code can damage the pipeline and lead to downtime, requiring separate testing and integration of operations code, which complicates infrastructure management.
Innovation Solution
Incorporating operations triggers into the CI/CD pipeline to test and integrate operations code separately from application code, using feature toggles to enable or disable operations features, and employing delta mode deployments to minimize resource usage and risk of pipeline damage.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Extent of automation
If operations code is integrated into the CI/CD pipeline with application code, then deployment automation is improved, but the risk of pipeline damage from operations code errors increases
Solution Approach 1:
The patent segments operations code and application code into separate deployable units with distinct deployment paths. Operations code is handled through operations triggers and deployed separately from application triggers, allowing independent testing and validation. This segmentation reduces the risk that operations code errors will damage the entire CI/CD pipeline while maintaining automation benefits.
Solution Approach 2:
The patent implements preliminary testing and validation of operations code through feature toggles and staged deployments. Operations code changes are tested in isolation before being integrated into the full deployment pipeline. This preliminary action allows errors to be detected and remediated before they can damage the pipeline, thereby improving reliability while maintaining automation.
2Reliability
If operations code is tested separately from application code, then pipeline reliability is improved, but device complexity increases
Solution Approach 1:
The patent implements a universal CI/CD pipeline framework that handles both operations code and application code through common infrastructure components. Feature toggles, staged deployments, and standardized trigger mechanisms serve multiple functions across different code types. This universality reduces infrastructure management complexity despite the added reliability measures, as the same pipeline structure manages both code types.
3Speed
If full deployment mode is used, then deployment speed is improved, but resource consumption and risk increase
Solution Approach 1:
The patent implements delta mode deployments that deploy only the specific code changes triggered by operations or application triggers, rather than performing full deployments. This partial action approach reduces resource consumption and deployment risk while maintaining speed for targeted changes. Full deployment mode remains available when complete redeployment is necessary, providing flexibility to optimize between speed and resource usage based on specific needs.
Data Source
AI summary
Various examples are directed to systems and methods for providing software services to one or more consumer systems. A cloud service provider system accesses a software service build comprising a first feature and a first feature toggle for selectively enabling or disabling the first feature. The cloud service provider system configures the first feature toggle of the software service build to disable the first feature and deploys the software service build to a first environment accessible by a first consumer system. A toggle routine determines that a first toggle condition for the first feature has occurred and modifies the software service build deployed at the first environment to configure the first feature toggle to enable the first feature.