Prompt
I'm building a golden-path setup for new services, what should the template include?
Latest observation
Oct 26, 2026
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A good golden-path service template should make the “happy path” easy: create a service, run it locally, test it, ship it, observe it, and operate it safely with minimal custom setup.
Here’s a practical checklist of what to include.
1. Service scaffold
- Standard repo structure
- Language/framework runtime pinned
- Clear entrypoints
- Example config files
- Basic README with “run locally” steps
- Ownership metadata:
- team name
- service name
- repo link
- on-call/contact info
2. Build and run
- One-command local start
- One-command build
- Container/Dockerfile support
- Dependency lockfile
- Standard Makefile or task runner targets, e.g.:
make runmake testmake lintmake build
3. Testing
- Unit test skeleton
- Integration test scaffold
- Smoke test example
- Test data fixtures/mocks
- Coverage reporting
- Test conventions documented
4. CI/CD pipeline
- CI config prewired
- Lint/test/build on every PR
- Security scans
- Artifact creation/versioning
- CD deploy pipeline template
- Environment promotion flow:
- dev
- staging
- prod
- Rollback mechanism
5. Deployment and runtime
- Kubernetes manifests / Helm / Kustomize / Terraform modules as needed
- Environment variable conventions
- Secret management integration
- Health checks:
- liveness
- readiness
- Graceful shutdown support
- Resource requests/limits
- Autoscaling defaults
6. Observability
- Structured logging setup
- Standard metrics endpoint
- Tracing hooks
- Default dashboards
- Alert rules template
- Correlation/request IDs
- Error reporting integration
7. Security and compliance
- Secure defaults
- Dependency scanning
- Secret scanning
- Least-privilege IAM/service account defaults
- SBOM generation if applicable
- API authN/authZ patterns
- Input validation examples
- PII logging guidance
- Policy-as-code checks
8. Operational readiness
- Runbook template
- Incident response links
- SLO/SLI starter template
- Common failure modes documented
- Feature flag integration
- Safe config change process
- Backward compatibility guidance
- Data migration pattern if relevant
9. Service API standards
- API contract template
- OpenAPI/Proto/GraphQL schema starter if relevant
- Versioning strategy
- Error response conventions
- Pagination/filtering conventions
- Idempotency guidance
- Deprecation policy
10. Developer experience
- Clear folder conventions
- Code generation for repetitive patterns
- Example endpoint/job/consumer
- Starter docs for common tasks
- Pre-commit hooks
- Editor/formatter config
- Suggested local dev environment setup
11. Platform integration
- Templates for:
- service catalog entry
- DNS/ingress
- secrets
- service mesh if used
- message queue/topic subscriptions
- databases/cache provisioning
- Standard labels/annotations for ownership and observability
- Registration in internal tooling
12. Documentation
- README
- Architecture overview
- Decision log/ADR template
- Onboarding guide
- Deployment guide
- Troubleshooting guide
- Support and escalation info
A strong golden path usually includes opinionated defaults
For example:
- one supported runtime
- one deployment method
- one logging format
- one metrics/tracing stack
- one CI pattern
- one service naming convention
That reduces choices and keeps teams moving fast.
What to avoid in the template
- Too many optional branches
- Framework-agnostic ambiguity
- Empty “example” files that don’t work
- Hidden manual steps
- Platform-specific jargon without explanation
- Overengineering before the common use case is proven
A useful minimal starter template
If you want the smallest viable golden-path template, include:
- working service skeleton
- local run/build/test commands
- CI pipeline
- deployment manifest
- logging/metrics/tracing defaults
- health checks
- README + runbook
- security scanning
- ownership metadata
If you want, I can turn this into:
- a repo template checklist,
- a golden-path maturity model, or
- a sample directory structure for your stack.