[Enhancement] Regression Testing Automation

[zeemscript]

Summary

Implement comprehensive automated regression testing infrastructure to ensure that system updates, model changes, and new features don't degrade existing functionality or accuracy.

Description

Build an automated regression testing framework that runs continuously against all benchmark datasets, tracks performance over time, and alerts on any degradation. This system should enable confident deployment of updates while maintaining quality standards across all evaluation dimensions.

Key Features

• Automated Test Execution: Run all benchmark suites on every significant code change
• Performance Tracking: Monitor metrics over time with trend analysis
• Degradation Detection: Automatic alerts when metrics drop below thresholds
• Baseline Management: Version-controlled baseline results for comparison
• Differential Analysis: Compare performance between versions/models
• CI/CD Integration: Block deployments that fail regression criteria

Technical Requirements

• Integration with all existing benchmark datasets
• Automated test scheduling and execution pipeline
• Metrics storage and visualization dashboard
• Configurable alert thresholds per metric
• Git integration for version tracking
• Parallel test execution for efficiency
• Detailed failure reports with example breakdowns

Success Criteria

• All benchmark suites execute automatically on PR creation
• Test execution time <30 minutes for full suite
• Alert accuracy >95% (true positives for real regressions)
• Zero false deployments (degraded versions reaching production)
• Trend visualization available for all key metrics
• Baseline update process automated and documented

Dependencies

• CI/CD pipeline infrastructure
• Metrics storage database
• Dashboard visualization framework
• All benchmark datasets ([Enhancement] Islamic QA Benchmark Dataset #121-127)

[billcode124]

@billcode124 has applied to work on this issue as part of the Stellar Wave Program's 8th wave.

Hi maintainer, can I work on this issue please?

ℹ️ Repo Maintainers: To accept this application, review their application or assign @billcode124 to this issue.

[Kolagold2004]

@Kolagold2004 has applied to work on this issue as part of the Stellar Wave Program's 8th wave.

I would love to work on this .I understand the requirements and I can handle the implementation

ℹ️ Repo Maintainers: To accept this application, review their application or assign @Kolagold2004 to this issue.

[Cjay-Cyber-2]

@Cjay-Cyber-2 has applied to work on this issue as part of the Stellar Wave Program's 8th wave.

i would like to work on this issue kindly assign me

ℹ️ Repo Maintainers: To accept this application, review their application or assign @Cjay-Cyber-2 to this issue.

[drips-wave]

Congratulations, @Cjay-Cyber-2! 🎉 Your application was accepted by the repo's maintainers, and the issue is due on August 31, 2026.

🧑‍💻 @Cjay-Cyber-2: Please resolve the issue such that the repo's maintainers have enough time to review your contribution before the due date. You'll earn Points for completing the issue on-time, which will make you eligible for a share of the Stellar Wave Program's reward pool.

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🌊 Happy Wave 🌊

[grantfox-oss]

🎉 This issue has been marked as completed on GrantFox as part of the Third Campaign campaign!

@Cjay-Cyber-2's PR #372 was approved and merged by @zeemscript.

🏆 @Cjay-Cyber-2: You earned 40 FoxPoints for this contribution! Your current tier: Builder (1,102 total points). Track your full progress on GrantFox.

👏 Great work, @Cjay-Cyber-2! Keep contributing to Deen-Bridge.