Deployment Considerations
Deploying a production agent requires thinking about infrastructure, scaling, secrets management, monitoring, and rollback strategy.
8 min•By Priygop Team•Updated 2026
Deployment Checklist
- Environment isolation: separate development, staging, and production environments with separate API keys and databases
- Secrets management: all credentials in a secrets manager (AWS Secrets Manager, HashiCorp Vault) — never in code
- Health checks: an endpoint that confirms the agent service is running and can connect to all dependencies
- Graceful shutdown: in-flight tasks complete before the service stops — no abrupt termination mid-task
- Blue-green deployment: run the old and new versions side by side and switch traffic gradually
- Rollback plan: document exactly how to revert to the previous version within 5 minutes
- Load testing: simulate peak traffic before go-live to confirm the system handles load
- Runbook: document how to debug common production issues — what to check first, what commands to run
Key Takeaways
- Deploying a production agent requires thinking about infrastructure, scaling, secrets management, monitoring, and rollback strategy.
- Environment isolation: separate development, staging, and production environments with separate API keys and databases
- Secrets management: all credentials in a secrets manager (AWS Secrets Manager, HashiCorp Vault) — never in code
- Health checks: an endpoint that confirms the agent service is running and can connect to all dependencies