CICD Pipeline Orchestration

Solution Summary:

Brillio’s ADAM Led DevSecOps pipeline solution by leveraging generative AI to auto generate scripts that automate the creation of DevOps pipelines based on specific build and deployment requirements. This AI driven automation empowers teams to accelerate delivery while maintaining high standards of quality, security and compliance.

Users can explore a wide range of predefined modules, each tailored to a specific programming language, framework, or deployment strategy.

Brillio’s Devsecops.ai solution improves the engineering efficiency of DevOps team by automating the end-to-end CI CD pipeline creation and execution for any application stack with only minimum changes. It accelerates the whole of the DevSecOps tasks which are new and repetitive driven by engineering prompts. This solution accelerates the whole of the DevSecOps orchestration by providing the boiler boilerplate code referring to the repetitive and standard code required to set up the microservice basic structure and functionality.

• Enhanced automation, insights, collaboration, and adaptability empower businesses to stay competitive amidst rapid technological changes. • Auto Generation of End-to-End DevSecOps Pipeline Script (YAML)for Java, .NET, Python, multiple stacks • By leveraging Generative AI, engineers shed manual burdens, focusing on core development. This symbiosis boosts productivity and streamlines the software development process.

Background:

Ideally, DevOps engineers who onboard the team consume a lot of efforts in understanding the tool stack of any eco system and developing relevant end to end CI CD pipelines relevant to each technology stack. Development of CICD orchestration scripts may become tedious and there would be lot of gaps when reusing the code across multiple tools like Jenkins, Azure DevOps, Team city etc., It also requires specialized skills for adding different stages to achieve the overall automation along with Infra as code. All these constraints can be overcome through Devsecops.ai solution. Overall solution can be integrated with existing eco systems consisting of different software and tools and executed through DevSecOps frameworks.

Solution:

Brillio’s “DevSecOps Pipeline” leverages Generative AI to enable script generation to automate DevOps pipeline creation for various build changes to deliver high-quality software. This solution focuses on enabling continuous improvement and continuous development orchestration for it to be hosted on Azure platform. • Azure DevOps improvisation includes boards, repo, artifacts, environments and deployments • Improve build and release process • Manage functional and validation testing tasks and units • Create automation templates using json, biceps, terraform etc., • Quality gated approvals using Azure DevOps • Streamline existing CI/CD using Azure native services

Workflow:

• Prompt: User must define specific prompt for generating end to end Pipeline as per the individual application stacks. User has the option to select a pre-defined script/template as per the application stack (or)Manually define the prompt • Input to Open AI : Input is manual Prompt/Pre defined prompt file for which DevSecOps pipeline scripts are expected • Open AI: Customised Functions is sent to Open AI which generates YML script as per the defined prompt • End to End DevSecOps Pipeline script : DevSecOps pipeline script is generated and committed to specific repository path for execution • Validate and Update End to end Pipeline scripts : Scripts are validated/executed through GitHub actions and saved into the code repository. • Pre-defined Prompts : Pre-defined prompt are available for multiple application stacks.

Highlights: • H1 :60% Reduction in devsecsops engineering efforts and costs through AI • H2: 60% increase is team’s productivity • H3: 90% of the CI CD scripts can be reused to accelerate the orchestration • H4: 85% success rate/accuracy of scripts reuse