Building an Autonomous Delivery Pipeline

The Challenge

Sample Client was struggling with a manual deployment process that took their engineering team days to complete. Each release required careful coordination between multiple teams, manual testing steps, and error-prone configuration changes. Deployments were limited to once a month, creating a bottleneck that slowed feature delivery and frustrated both developers and customers.

Our Approach

We deployed our agentic delivery pipeline to build a fully automated CI/CD system:

• Pipeline architecture agents designed a multi-stage build and deploy pipeline tailored to the existing codebase
• Testing agents created comprehensive test suites covering unit, integration, and end-to-end scenarios
• Infrastructure agents provisioned cloud resources using infrastructure-as-code patterns
• Monitoring agents set up observability dashboards and alerting for production health

Results

• Deployment time reduced from 3 days to 15 minutes
• Release frequency increased from monthly to multiple times per day
• Zero-downtime deployments with automatic rollback on failure
• Developer satisfaction improved significantly with self-service deployments

Technical Stack

Built with GitHub Actions, Azure Static Web Apps, Bicep IaC, and comprehensive automated testing using Vitest and Playwright.