Bug Hunter Evolves Into a Self-Hosted Quality Intelligence Platform for Web Apps

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Universal Bug Hunter, originally a self-hosted test runner for web applications and APIs, has undergone a significant transformation into a Quality Intelligence platform. The tool now maps application behavior, generates and executes tests, tracks regressions, and analyzes failure causes — all without requiring an AI model to function. A new reliability-tracking model distinguishes raw test signals from confirmed bugs, requiring human review before an issue is classified, making it more suitable for real engineering workflows. The platform also introduces self-healing test maintenance, which identifies alternative interaction targets when page structures change, while keeping all evidence transparent and explainable. Visual testing has been added as well, enabling baseline screenshot comparisons to catch layout shifts and frontend regressions that functional assertions might miss.

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