Using Feature Flags for Incremental Delivery in Scrum

Blog Author
Siddharth
Published
23 May, 2025
Using Feature Flags for Incremental Delivery in Scrum

Scrum thrives on fast feedback and iterative development. But deploying unfinished code to production can be risky. That’s where feature flags come in—they allow teams to separate deployment from release, making it easier to ship changes incrementally without disrupting users.

This post explores how Scrum teams can use feature flags to support continuous delivery, reduce risk, and respond to feedback faster. Whether you’re building enterprise software or scaling agile practices across teams, feature flags can help you release smarter, not slower.

What Are Feature Flags?

A feature flag (also known as a feature toggle) is a conditional in the codebase that controls whether a specific feature is active or inactive at runtime. Developers wrap new or experimental code in a flag and toggle it on or off without deploying new code.

This capability enables incremental delivery, where work-in-progress can be safely merged into the main codebase and even deployed to production—without being visible to end users until the team decides to enable it.

Why Scrum Teams Should Use Feature Flags

Scrum encourages frequent delivery of working software. However, aligning delivery with Sprint boundaries, stakeholder reviews, and market readiness isn’t always straightforward. Feature flags help solve this by enabling:

  • Continuous integration with reduced risk
  • Early user testing in production
  • Faster rollbacks and safer releases
  • Progressive delivery and canary releases
  • Better support for A/B testing and feedback loops

They empower Scrum teams to deliver value steadily without waiting for everything to be "done" or "perfect."

Aligning Feature Flags with Scrum Events

Scrum events like Sprint Planning, Reviews, and Retrospectives can incorporate discussions about feature flags. Here’s how they fit into the flow:

1. Sprint Planning

During planning, teams identify which backlog items can benefit from feature flags. For example:

  • Large features broken into multiple stories
  • Features with external dependencies
  • Features needing experimentation or limited user exposure

2. Daily Stand-up

Teams can quickly check which flags are active, which features are in progress, and align on testing strategies. Tools like LaunchDarkly or Flagsmith can integrate with your board and CI pipeline.

3. Sprint Review

Scrum teams can demonstrate feature-flagged functionality even if it’s not fully released. Stakeholders can give feedback early, accelerating value delivery.

4. Sprint Retrospective

Teams reflect on whether flags supported the delivery flow or introduced technical debt. Flags should be temporary—retrospectives are a great place to discuss flag cleanup as part of the Definition of Done.

Use Cases of Feature Flags in Scrum Teams

Use Case Description
Dark Launches Deploy a feature to production but hide it from users. Enables backend testing before public release.
Canary Releases Release a feature to a small group of users, then expand gradually. Reduces risk of widespread failure.
Kill Switches Instantly disable problematic features without rollback or redeployment.
A/B Testing Test variations of a feature to understand user preferences.
Permission Management Control access to features by user role or group.

Managing Technical Debt from Feature Flags

Feature flags offer flexibility but also introduce complexity. Poorly managed flags can accumulate and create tech debt.

To avoid this:

  • Assign ownership of each flag to a team or engineer
  • Document purpose and expiry for each flag
  • Track usage and auto-cleanup stale flags
  • Automate flag lifecycle using tools like Unleash

Scrum teams can include flag removal as part of the Definition of Done, ensuring clean and maintainable code.

Integrating Feature Flags into Scrum Workflows

Here’s how feature flags fit naturally into common Scrum roles and artifacts:

  • Product Owner: Uses flags to enable faster feedback from customers and stakeholders. Can validate features in production without waiting for full rollout.
  • Scrum Master: Ensures that teams understand how to use flags responsibly. Facilitates conversations around their impact during retrospectives.
  • Development Team: Implements flags during development, coordinates toggling with QA and stakeholders, and removes flags once features are fully released.

If you're new to Scrum, understanding roles like the Certified Scrum Master can help. The CSM certification training covers practices that support incremental delivery and collaboration.

For teams using SAFe®, roles like the SAFe Scrum Master also benefit from integrating feature flags into their cadence of PI planning and system demos.

Tools That Support Feature Flag Management

You don’t have to build a flagging system from scratch. Tools like:

  • LaunchDarkly
  • Split.io
  • Flagsmith
  • Unleash
  • ConfigCat

...provide SDKs, dashboards, targeting, and analytics for robust feature flag management. They often integrate with Jira, GitHub, and CI/CD tools, making them ideal for agile teams.

Common Pitfalls (And How to Avoid Them)

Pitfall Solution
Leaving flags in production indefinitely Add flag cleanup to Definition of Done
Poor documentation of flag purpose Maintain a flag registry or use metadata in tools
Hard-coding flag logic Use a central config or third-party tool
Overuse of flags per story Combine flags at the feature level to reduce overhead

Final Thoughts

Feature flags are more than a deployment tactic—they’re a strategic tool for agile delivery. They allow Scrum teams to maintain a regular delivery cadence, validate value early, and reduce the blast radius of change.

Used well, they support a culture of experimentation and empower teams to respond to user needs quickly and safely.

If you’re exploring agile practices deeper, consider formal learning through CSM training or expanding your framework knowledge with SAFe Scrum Master certification. These certifications help reinforce agile delivery techniques, including practices like feature flagging and incremental rollout strategies.

 

Also read - Incorporating Chaos Engineering Practices in Scrum Workflows

Also see - Optimizing Database Changes and Migrations in Sprint Cycles

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