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Feature Flags and Progressive Delivery Cheat Sheet

Feature Flags and Progressive Delivery Cheat Sheet

Back to Software Engineering
Updated 2026-03-18
Next Topic: Functional Error Handling Patterns Cheat Sheet

Feature flags (also called feature toggles) are conditional switches in code that let teams control feature availability in production at runtime, without deploying new code. Progressive delivery extends this concept into a disciplined release strategy—combining feature flags, canary releases, and gradual rollouts to minimize risk while maximizing learning. This approach decouples deployment (code reaches production) from release (users see the feature), giving teams fine-grained control over who sees what, when. Unlike traditional deploy-and-pray methods, progressive delivery treats every release as a controlled experiment where blast radius stays small, rollback is instant, and feature exposure can be dialed up or down based on real-time metrics. The key mental model: feature flags are the control mechanism; progressive delivery is the strategic framework for safe, incremental innovation at scale.

What This Cheat Sheet Covers

This topic spans 14 focused tables and 75 indexed concepts. Below is a complete table-by-table outline of this topic, spanning foundational concepts through advanced details.

Table 1: Feature Flag TypesTable 2: Flag Lifecycle StagesTable 3: Targeting & Rollout StrategiesTable 4: Progressive Delivery PatternsTable 5: Deployment Strategies with FlagsTable 6: Experimentation & TestingTable 7: Flag Evaluation MethodsTable 8: Major Platforms & ToolsTable 9: Flag Governance & ManagementTable 10: Technical Debt & HygieneTable 11: Security & Access ControlTable 12: Monitoring & ObservabilityTable 13: Common Anti-PatternsTable 14: Best Practices & Conventions

Table 1: Feature Flag Types

TypeExampleDescription
Release Toggle
if (flags.newCheckout) {
renderNewFlow()
} else {
renderOldFlow()
}
• Short-lived flag that hides incomplete features from users until ready
• removed once feature reaches 100% rollout. Typical lifespan: days to weeks.
Experiment Flag
variant = flags.pricingTest
if (variant === 'A') {
showPrice(9.99)
}
• Drives A/B tests or multivariate experiments by assigning users to variations
• retired after statistical significance reached. High dynamism — changes frequently during test.
Ops Toggle
if (flags.enableCaching &&
load > threshold) {
useCache()
}
• Long-lived flag controlling operational behavior like caching, rate limiting, or load shedding
• acts as circuit breaker or performance tuner. Never expires if tied to system behavior.

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