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feat: refresh dashboard UX and backend integration
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V4: AI-Driven Auto-Diff — Zero-effort Red/Green suggestions and 1-click 'Apply Fix' button
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FEATURE: Dynamic Live-Diff — Code window now automatically updates to show Red/Green comparison of author fixes
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V2: Full OpenEnv-Compliant Restructuring for Hackathon Submission
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Final production readiness fixes: UI contrast, Groq support, dynamic headers, and removal of hardcoded elements.
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Final Fix: Multi-mode deployment compliance (main(), entry points, uv.lock)
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Initial Release v1.0 - Judge Ready
