Implement CI/CD framework for experiment configuration validation

[whitehackr]

Overview

Implement the CI/CD validation framework documented in the comprehensive configuration management and quality assurance guides.

Scope

Based on the documentation in:

• docs/design/configuration-management.md - Validation framework specifications
• docs/operations/quality-assurance.md - Testing and QA requirements

Implementation Tasks

• Schema validation for experiment configurations
• Automated configuration testing in CI pipeline
• Pre-commit hooks for configuration validation
• Integration with GitHub Actions workflow
• Configuration versioning validation
• Automated testing of statistical calculation accuracy

Acceptance Criteria

• All experiment configurations are automatically validated on commit
• Schema violations block merges
• Statistical calculation tests run in CI
• Configuration changes trigger appropriate validation workflows

References

• Configuration validation framework: docs/design/configuration-management.md#validation-framework
• QA requirements: docs/operations/quality-assurance.md#automated-testing-strategies

Priority

Medium - Framework documented and ready for implementation