AI Agent Environment Separation 2026
AI Agent Environment Separation 2026
💡 What You Will Learn
AI Agent Environment Separation 2026
📜 Table of Contents
Three Environments
| Environment | Purpose | Data |
|---|---|---|
| dev | Development & testing | Test data |
| staging | Integration testing | Desensitized data |
| production | Production service | Real data |
Environment Variables
ENV = os.getenv('AGENT_ENV', 'dev')
if ENV == 'production':
DB_URL = os.getenv('PROD_DB_URL')
else:
DB_URL = os.getenv('DEV_DB_URL')
Summary
Connecting the development environment to the production database is the most common cause of incidents. Separating environments is just a matter of adding an environment variable check.
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