# FlagShark > Automated feature flag lifecycle management platform that integrates with GitHub to detect, track, and clean up stale feature flags using deterministic tree-sitter AST parsing. FlagShark monitors pull requests, identifies feature flag additions and removals via syntax-aware AST parsing (not regex or AI), tracks flag lifecycle in a dashboard with health scores, and automatically creates safe cleanup PRs to remove dead code. It supports 13 languages, 8+ flag providers, and installs as a GitHub App in 30 seconds. For comprehensive content in a single file, see [llms-full.txt](https://flagshark.com/llms-full.txt). ## Documentation - [Getting Started](https://flagshark.com/docs/getting-started/quick-start): Quick start guide for installing and configuring FlagShark - [Configuration](https://flagshark.com/docs/getting-started/configuration): How to configure .flagshark.yaml for your flag providers - [GitHub Integration](https://flagshark.com/docs/getting-started/github-app): Setting up the FlagShark GitHub App - [Full Documentation](https://flagshark.com/docs): Complete documentation index ## Product - [What Is FlagShark](https://flagshark.com/what-is-flagshark): Comprehensive overview of FlagShark — how it works, who it's for, supported languages and providers - [Platform Overview](https://flagshark.com/platform): Platform features including analytics, automation, collaboration, and integrations - [Solutions](https://flagshark.com/solutions): Integration solutions for GitHub and LaunchDarkly - [GitHub Integration](https://flagshark.com/solutions/github-integration): Detailed guide to FlagShark's GitHub integration - [LaunchDarkly Cleanup](https://flagshark.com/solutions/launchdarkly-cleanup): Purpose-built LaunchDarkly flag cleanup solution - [Pricing](https://flagshark.com/pricing): Free tier, Team ($99/mo), Business ($249/mo), and Enterprise plans - [Security](https://flagshark.com/security): Security practices, GitHub permissions, and compliance information ## Comparisons - [Compare Hub](https://flagshark.com/compare): All comparison pages in one place - [Manual vs Automated Cleanup](https://flagshark.com/compare/manual-vs-automated): Why automated cleanup saves ~250 engineer-hours per 100 flags removed - [FlagShark vs Uber Piranha](https://flagshark.com/compare/vs-piranha): CLI tool vs automated platform comparison - [Build vs Buy Analysis](https://flagshark.com/compare/build-vs-buy): Cost analysis of building your own vs using FlagShark - [FlagShark vs Flag Providers](https://flagshark.com/compare/vs-flag-providers): Why providers won't help you clean up flags - [FlagShark vs Reflag](https://flagshark.com/compare/vs-reflag): Deterministic AST vs AI-generated flag removal ## Learn - [What Is Feature Flag Debt](https://flagshark.com/learn/what-is-feature-flag-debt): Understanding feature flag technical debt - [Why It Matters](https://flagshark.com/learn/why-it-matters): The impact of stale flags on your codebase - [Cost of Stale Flags](https://flagshark.com/learn/cost-of-stale-flags): Quantifying the cost of flag debt - [Feature Flag Glossary](https://flagshark.com/glossary): 34 feature flag terms and definitions - [FAQ](https://flagshark.com/faq): Frequently asked questions about FlagShark ## Tools - [ROI Calculator](https://flagshark.com/tools/roi-calculator): Calculate your team's savings from automated flag cleanup - [Technical Debt Calculator](https://flagshark.com/tools/technical-debt-calculator): Estimate your feature flag technical debt ## Blog - [Blog](https://flagshark.com/blog): Engineering insights on feature flags, technical debt, and automation ## Optional - [About](https://flagshark.com/about): Company background and founder story - [Contact](https://flagshark.com/contact): Get in touch with the FlagShark team - [Privacy Policy](https://flagshark.com/privacy): Privacy policy - [Terms of Service](https://flagshark.com/terms): Terms of service