feature-flag-system

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Implement feature flags (toggles) for controlled feature rollouts, A/B testing, canary deployments, and kill switches. Use when deploying new features gradually, testing in production, or managing feature lifecycles.

aj-geddes By aj-geddes schedule Updated 3/4/2026

name: feature-flag-system description: > Implement feature flags (toggles) for controlled feature rollouts, A/B testing, canary deployments, and kill switches. Use when deploying new features gradually, testing in production, or managing feature lifecycles.

Feature Flag System

Table of Contents

Overview

Implement feature flags to decouple deployment from release, enable gradual rollouts, A/B testing, and provide emergency kill switches.

When to Use

  • Gradual feature rollouts
  • A/B testing and experiments
  • Canary deployments
  • Beta features for specific users
  • Emergency kill switches
  • Trunk-based development
  • Dark launching
  • Operational flags (maintenance mode)
  • User-specific features

Quick Start

Minimal working example:

interface FlagConfig {
  key: string;
  enabled: boolean;
  description: string;
  rules?: FlagRule[];
  variants?: FlagVariant[];
  createdAt: Date;
  updatedAt: Date;
}

interface FlagRule {
  type: "user" | "percentage" | "attribute" | "datetime";
  operator: "in" | "equals" | "contains" | "gt" | "lt" | "between";
  attribute?: string;
  values: any[];
}

interface FlagVariant {
  key: string;
  weight: number;
  value: any;
}

interface EvaluationContext {
  userId?: string;
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Feature Flag Service (TypeScript) Feature Flag Service (TypeScript)
React Hook for Feature Flags React Hook for Feature Flags
Feature Flag with Analytics Feature Flag with Analytics
LaunchDarkly-Style SDK LaunchDarkly-Style SDK
Admin UI for Feature Flags Admin UI for Feature Flags

Best Practices

✅ DO

  • Use descriptive flag names
  • Document flag purpose and lifecycle
  • Implement gradual rollouts
  • Track flag evaluations
  • Clean up old flags regularly
  • Use feature flags for experiments
  • Implement kill switches for critical features
  • Test both enabled and disabled states
  • Use consistent hashing for stable rollouts
  • Provide admin UI for non-technical users

❌ DON'T

  • Use flags for permanent configuration
  • Accumulate technical debt with old flags
  • Skip flag cleanup
  • Make flags too granular
  • Hard-code flag checks everywhere
  • Skip analytics and monitoring
Install via CLI
npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill feature-flag-system
Repository Details
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navigation Branch main
article Path SKILL.md
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