Learn CONCOURSE-CI with Real Code Examples
Updated Nov 27, 2025
Practical Examples
CI pipeline for a Node.js project with lint and test jobs
Docker image build and push pipeline
Automated deployment to Kubernetes
Multi-stage pipelines for build, test, and release
Resource-triggered pipelines for microservices dependencies
Troubleshooting
Check `fly` CLI logs for pipeline errors
Verify resource versions are correctly detected
Check container logs for task failures
Ensure worker nodes are registered and healthy
Validate YAML syntax and pipeline structure
Testing Guide
Test individual tasks locally using Docker
Use `fly execute` for one-off task runs
Validate resource versions and triggers
Monitor job output via web UI
Check artifacts or container outputs for correctness
Deployment Options
Single Concourse server for small teams
Multi-worker setup for high-scale pipelines
Dockerized deployment of Concourse components
Kubernetes deployment with Helm charts
Resource-based triggers for automated deployment
Tools Ecosystem
Concourse server (ATC)
Worker nodes
fly CLI for pipeline management
Vault for secrets management
Docker for containerized task execution
Integrations
Git repositories (GitHub, GitLab, Bitbucket)
Docker registries
Cloud storage (S3, GCS)
Kubernetes deployments
Custom resources and webhooks
Productivity Tips
Reuse tasks to reduce duplication
Use lightweight Docker images for speed
Monitor resource versions to optimize triggers
Split large pipelines for clarity
Audit pipeline execution regularly
Challenges
Debugging task failures inside containers
Managing complex pipeline YAMLs
Resource versioning and triggers
Scaling pipelines across multiple workers
Integrating external services and deployments