Authors Tickets

DAFU is an open-source, enterprise-grade fraud detection platform. We believe powerful, privacy‑respecting fraud prevention should be accessible to everyone.

This project is built in the open to accelerate innovation across financial services, e‑commerce, payments and fintech.

Areas to help: API–ML integration, feature engineering & rules, observability, security & compliance, model monitoring (drift, CI for ML).

DAFU has evolved from a pure machine learning platform to a comprehensive enterprise fraud detection solution. The latest merge brings significant infrastructure improvements and API integration capabilities.

This update represents a major milestone in our journey toward building a production-ready fraud detection platform that bridges the gap between advanced ML algorithms and enterprise requirements.

Recent achievements: Unified CLI with API integration, JWT authentication & RBAC, structured logging system, report management, product risk tracking, and complete Postman collection for API testing.

For details on these recent changes, see the related pull request: https://github.com/masterfabric/dafu/pull/9.

We've enhanced the DAFU website with dynamic GitHub activity display, bringing real-time project updates directly to the homepage. This feature showcases recent commits, open pull requests, and recently merged PRs with rich, interactive hover cards.

The implementation includes a Next.js API route that fetches data from GitHub's REST API, displaying the latest 5 commits and all open/merged PRs. Each item features GitHub-style hover cards that reveal detailed information including full commit messages, PR descriptions, file change statistics (additions/deletions), and direct links to GitHub.

Key features: Real-time GitHub data integration, intelligent hover cards with smart positioning, full commit message previews, PR change statistics display, auto-refresh every 5 minutes, and responsive design that works across all devices.

This enhancement improves transparency and makes it easier for visitors to see the project's active development status at a glance. The hover cards provide a GitHub-native experience without leaving the DAFU website.