MagGit vs Luna Lighthouse

MagGit is a powerful AI code detection scanner that analyzes GitHub repositories to identify whether code was written by a human, generated by AI, or a mix of both. Simply search for any public GitHub repository, and MagGit will scan its files in real-time, providing detailed results you can act on. HOW IT WORKS • Search — Find any public GitHub repository by name or owner/repo format. • Scan — MagGit analyzes source files using advanced heuristic pattern detection. • Review — Get a file-by-file breakdown with confidence scores and an overall verdict. KEY FEATURES ▸ AI Pattern Analysis Detects common AI coding patterns across multiple programming languages including repetitive structures, generic naming, boilerplate signatures, and more. ▸ File-by-File Confidence Scoring Every analyzed file receives an individual confidence score (0–100%) and a verdict: Human, AI, or Mixed. ▸ Overall Repository Verdict See an aggregate score for the entire repository at a glance, so you can quickly assess code origin. ▸ Deep Scan Engine Heuristic-based detection examines code structure, commenting style, variable naming conventions, and formatting patterns to determine code authorship. ▸ Trending Repositories Quickly scan popular repositories like React, Next.js, VS Code, Deno, Tailwind CSS, and more with a single tap. ▸ Beautiful, Fast Interface Designed for mobile-first use with smooth animations, haptic feedback, and a clean dark interface that's easy on the eyes. PRIVACY & DATA PRACTICES MagGit is designed with privacy at its core: • NO THIRD-PARTY AI SERVICES — MagGit does NOT send any code or user data to any third-party AI service, machine learning API, or external analysis tool. All code detection is performed entirely on your device. • DATA ACCESSED — The app only accesses publicly available GitHub repository data (repository metadata and source code files) via the GitHub REST API (api.github.com). • ON-DEVICE ANALYSIS — All heuristic pattern analysis runs locally on your device. No code leaves your device for analysis. • NO PERSONAL DATA COLLECTED — MagGit does not collect, store, or transmit any personal information, user accounts, emails, or browsing history. • NO EXTERNAL SERVERS — Analysis results are never stored on or transmitted to any server. • CONSENT — The app requests your explicit permission before accessing any GitHub data, and you can revoke consent at any time. For full details, see our Privacy Policy accessible within the app. WHO IS IT FOR? • Developers who want to verify the originality of open-source contributions • Hiring managers reviewing candidate code submissions • Educators checking student projects for AI-generated code • Open-source maintainers auditing pull requests • Anyone curious about the origin of code in public repositories IMPORTANT NOTE MagGit uses heuristic-based pattern analysis. Results are indicative and should be used as a reference, not as definitive proof of code authorship. No detection tool is 100% accurate. Download MagGit today and start scanning repositories in seconds.

LunaLighthouse is a mobile companion for self-hosted media setups. It gives you one place to configure, organize, and navigate the tools that keep your libraries, downloads, and media services running smoothly. Built for people who manage their own home server or media stack, LunaLighthouse focuses on local control without requiring a hosted account. Configure supported services, manage profiles, review system settings, and keep your setup organized from a mobile-first interface. This first release focuses on the core mobile app experience. Cloud accounts, hosted webhooks, and push notifications are clearly marked as coming soon while they are prepared for a later release. Features: - Configure self-hosted media service connections - Manage profiles for different environments - Access module and system settings from your phone - Review app version, build, license, and open-source package information - Keep future cloud and notification features separated from local app functionality LunaLighthouse does not provide media content. It is designed to connect to services you operate and configure yourself.