Automated Feature FlagTechnical Debt Removal
FlagShark automatically detects and removes stale feature flags from LaunchDarkly, Split.io, and custom implementations. Save 5+ hours per developer weekly by eliminating the $125,000+ annual cost of feature flag technical debt.
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Why 73% of Feature Flags Are Never Removed
Feature flags enable safer deployments, but 73% become permanent technical debt. These stale flags cost the average 10-developer team $125,000 annually in lost productivity and increased bugs.
Your team loses 2,600 hours annually to feature flag technical debt
That's equivalent to losing 1.25 full-time developers from your team—permanently.
Manual flag audits, impact analysis, and removal processes consume valuable engineering hours that should be spent on innovation.
Stale flags create cognitive overhead for developers, making codebases harder to understand and maintain.
Forgotten flags can introduce unexpected behavior or security vulnerabilities in production environments.
Automated Flag Management
FlagShark eliminates manual feature flag cleanup with automated detection and safe removal.Reduce technical debt by 85% and reclaim your team's productivity.
Smart Detection
AST-based scanning identifies LaunchDarkly, Split.io, Unleash and custom flags across your entire codebase
Intelligent Analysis
Uses Piranha engine to analyze flag lifecycle, ensuring only stale flags at 100% rollout are removed
Automated PRs
Creates production-ready GitHub PRs with complete flag removal and dead code elimination
Everything You Need
Comprehensive automation for modern development teams
Works with Your Existing Stack
FlagShark adapts to your tools and languages – no migration required
Learn how feature flags become technical debt and why 73% are never removed
The True Cost of Feature Flag Technical Debt
Real-world results from teams automating feature flag cleanup with FlagShark
Feature Flag Management FAQs
Everything you need to know about automated feature flag cleanup
What types of feature flags can FlagShark detect?
FlagShark detects feature flags from LaunchDarkly, Split.io, Unleash, Optimizely, Flipt, and custom implementations across Go, TypeScript, JavaScript, Python, and more. Our AST-based detection identifies flags regardless of implementation.
How does FlagShark determine if a flag is safe to remove?
FlagShark analyzes deployment history, flag usage patterns, rollout percentages, and code context. Flags that have been at 100% rollout for extended periods, orphaned flags, and date-based flags past expiration are identified as safe to remove.
Will FlagShark work with our existing CI/CD pipeline?
Yes, FlagShark integrates seamlessly with GitHub Actions, Jenkins, CircleCI, and other CI/CD tools. It works alongside your existing workflow without requiring any changes to your deployment process.
How much does feature flag technical debt cost?
Feature flag technical debt costs the average 10-developer team approximately $125,000 per year in lost productivity. Developers spend 5+ hours per week managing stale flags and navigating obsolete feature toggles.
Can FlagShark remove LaunchDarkly flags automatically?
Yes, FlagShark automatically creates GitHub pull requests to remove stale LaunchDarkly flags and all associated code branches. Our Piranha-powered engine ensures safe, complete removal while maintaining code functionality.
How quickly can we see results from FlagShark?
Most teams see immediate results. FlagShark identifies stale flags within minutes and creates cleanup PRs within hours. Teams typically achieve 15% codebase reduction and 85% time savings within the first month.
Ready to Eliminate Feature Flag Debt?
Start free and see results in your first week. No credit card required.