技能 编程开发 TwinMind 多环境配置

TwinMind 多环境配置

v20260311
twinmind-multi-env-setup
指导 TwinMind 在开发、预发布、生产环境间配置 API 密钥、客户端工厂、校验、配置提升和特性开关,便于控制限流、Webhook 等行为。
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TwinMind Multi-Environment Setup

Contents

Overview

Configure TwinMind for development, staging, and production environments with proper isolation, environment-aware client factory, validation scripts, config promotion workflows, and feature flags.

Prerequisites

  • Multiple TwinMind API keys (one per environment)
  • Understanding of environment management
  • CI/CD pipeline for deployments

Instructions

Step 1: Environment Configuration Structure

Define EnvironmentConfig interface covering TwinMind settings (API key, model, features, debug mode), rate limits, concurrency, daily quotas, and integration settings (Slack channel, calendar, email). Configure dev (ear-2, 30/min, quota 10), staging (ear-3, 60/min, quota 50), and production (ear-3, 300/min, unlimited).

Step 2: Environment Variable Files

Create .env.development, .env.staging, .env.production with environment-specific API keys and webhook secrets. Commit .env.example with empty values.

Step 3: Environment-Aware Client Factory

Build getTwinMindClient() factory that creates and caches clients per environment, automatically selecting the right API key and config.

Step 4: Environment Validation

Create validation script that checks required environment variables, API key format (starts with tm_sk_), and API connectivity for each environment.

Step 5: Config Promotion Workflow

Build promoteConfig() script to promote feature settings, webhook events, and integration configs from dev -> staging -> production while preserving environment-specific values.

Step 6: Feature Flags per Environment

Implement FeatureFlags with environment overrides: beta features in dev only, diarization off in dev (faster), email follow-ups only in production, audio duration limits per environment.

See detailed implementation for complete environment configs, client factory, validation scripts, promotion workflow, and feature flag code.

Output

  • Environment configuration structure
  • Environment variable templates
  • Client factory with environment awareness
  • Environment validation script
  • Config promotion workflow
  • Feature flags per environment

Error Handling

Issue Cause Solution
Wrong API key used Env mismatch Validate before deploy
Feature not available Wrong environment Check feature flags
Config not loading Missing file Verify config paths
Promotion failed Schema mismatch Validate configs first

Examples

Basic usage: Apply twinmind multi env setup to a standard project setup with default configuration options.

Advanced scenario: Customize twinmind multi env setup for production environments with multiple constraints and team-specific requirements.

Environment Matrix

Setting Development Staging Production
Model ear-2 ear-3 ear-3
Diarization Off On On
Debug mode On On Off
Rate limit 30/min 60/min 300/min
Email sending Off Off On

Resources

Next Steps

For monitoring setup, see twinmind-observability.

信息
Category 编程开发
Name twinmind-multi-env-setup
版本 v20260311
大小 3.89KB
更新时间 2026-03-12
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