Skills Development OpenEvidence Multi Environment Setup

OpenEvidence Multi Environment Setup

v20260311
openevidence-multi-env-setup
Coordinates environment configuration, secret management, promotion workflows, and health checks for OpenEvidence across development, staging, and production, ensuring smooth clinical AI deployments.
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Overview

OpenEvidence Multi-Environment Setup

Table of Contents

Overview

Configure and manage OpenEvidence integrations across development, staging, and production environments with proper isolation, secret management, and promotion strategies.

Prerequisites

  • OpenEvidence accounts for each environment
  • Separate API keys per environment
  • Infrastructure for each environment
  • CI/CD pipeline configured

Environment Strategy

Environment API Endpoint Purpose Data
Development sandbox.openevidence.com Local development Synthetic
Staging sandbox.openevidence.com Integration testing Synthetic
Production api.openevidence.com Live clinical use Real (PHI)

Instructions

Step 1: Create Environment Configs

Define per-environment settings for baseUrl, timeout, retries, rate limiting, cache TTL, logging level, and feature flags (deepConsult, webhooks, auditLogging).

Step 2: Build Configuration Loader

Create a config loader that selects the right environment config based on NODE_ENV, with env var overrides for apiKey, orgId, baseUrl, and timeout.

Step 3: Environment-Aware Client Factory

Implement OpenEvidenceClientFactory with per-environment singleton instances and test injection support.

Step 4: Set Up Secret Management

Use .env for development, GCP Secret Manager for staging/production. Define secret paths per environment with separate projects.

Step 5: Create Promotion Workflow

Build GitHub Actions workflow for staging-to-production promotion with version validation, smoke tests, and gradual traffic shifting (10% -> 50% -> 100%).

Step 6: Implement Health Checks

Create environment-aware health check that validates OpenEvidence connectivity, cache status, and database health.

Output

  • Environment-specific configuration files (dev/staging/prod)
  • Configuration loader with env var overrides
  • Client factory with per-environment singletons
  • Secret management per environment (GCP Secret Manager)
  • GitHub Actions promotion workflow
  • Health check endpoint

Error Handling

Environment Issue Detection Resolution
Wrong API endpoint Health check fails Verify baseUrl in config
Secret not found Startup failure Check Secret Manager permissions
Config mismatch Unexpected behavior Validate config loading
Promotion failure CI/CD error Check version tagging

Examples

Environment Config Summary

  • Dev: sandbox API, no rate limiting, debug logging, cache disabled
  • Staging: sandbox API, rate limited (60/min), info logging, 30min cache
  • Production: production API, rate limited (300/min), warn logging, 1hr cache

See detailed implementation for advanced patterns.

Resources

Info
Category Development
Name openevidence-multi-env-setup
Version v20260311
Size 3.04KB
Updated At 2026-03-12
Language