
AgentYar
AI-agent platform operated as separate production and staging stacks, with API/worker separation and dedicated state services.
What I implemented
- Separate production and staging deployments.
- API and background worker separation.
- PostgreSQL and Redis as isolated state services.
- Container health checks and local-only application ports.
Operational lesson
Staging only helps when it is truly isolated. Shared ports or data services can turn a test change into a production incident.
State: PostgreSQL + Redis Workers: background processing Env: production / staging separated




