Automation & integrationStatus: Prototype
Agentic CI/CD pipeline with monitoring
Challenge
Several software projects were to be developed quickly with AI coding agents, yet under control. That required uniform quality gates, deployments and observability.
Technology
- GitHub Actions
- Docker
- Grafana
- Prometheus
- Loki
- KI-Coding-Agenten
Requirements
- From issue via the AI agent to a pull request
- Automatic tests, lint, security scan and build
- AI review plus human approval
- Deployment to own infrastructure
- Central monitoring and logging
Approach
- 01Reusable workflow templates and agent instructions for all repos
- 02CI on hosted runners, images pushed to a container registry
- 03CD via a self-hosted runner with per-environment approval
- 04Monitoring with metrics, logs and dashboards; runbooks for setup