* Fixed Security Hub field name mismatch bug causing false "not enabled in all regions" warnings when hubs were properly configured
* Removed misleading "completed successfully" messages that suggested services were configured when they only indicated module execution without crashes
* Completed Dataclass Direct Usage refactoring - eliminated dictionary conversion layers throughout codebase
* Achieved full type safety with dataclass objects used directly in all service modules and anomalous region detection
* Removed obsolete from_dict() method and related test scaffolding for clean production code
* Validated real-world deployment success across multi-region AWS environment with 6 security services
* Maintained 100% test success rate (219 tests passing in 2.56 seconds)
* Improved IAM Access Analyzer output messaging - eliminated confusing "No analyzers found" messages when delegation provides complete data
* Fixed ValidationException for Unused Access analyzers by using correct ListFindingsV2 API instead of ListFindings API
* Added 3 comprehensive TDD tests to specify improved messaging and API usage behavior (192 tests passing)
* Enhanced verbose output clarity and eliminated contradictory status messages
* Fixed IAM Access Analyzer KeyError crash in eu-west-1 and other regions during verbose configuration display
* Corrected 'analyzer_enabled' key mismatch - now properly uses 'has_analyzers' key returned by check function
* Maintains 100% test success rate (189 tests passing) and resolves regional processing failures
* Completed emoji cleanup across all Python modules and documentation examples, maintaining only essential status indicators (✅, ❌, ⚠️)
* Enhanced GuardDuty monitoring with comprehensive data sources status reporting (S3 Data Events, Kubernetes Audit Logs, Malware Protection, RDS Protection, Lambda Network Activity, EKS Runtime Monitoring, EBS Malware Protection)
* Improved professional output formatting for enterprise environments
* Maintained 100% test success rate (189 tests passing)
* Updated README documentation for improved clarity and accuracy
* Removed unnecessary emojis from output strings, keeping only essential status indicators (checkmarks, warning triangles, red crosses)
* Removed preaching about security posture choices - now reports facts without recommendations on S3 data events and malware protection
* Fixed IAM Global Resources display to correctly show excluded status as valid configuration for non-main regions
* Updated corresponding tests to maintain 100% test success rate (185 tests passing)
* Improved output professionalism while preserving all technical recommendations and security information
* Added comprehensive spurious region detection for all 6 security services (GuardDuty, Security Hub, AWS Config, Detective, Inspector, Access Analyzer)
* Enhanced all services to check for unexpected activations outside configured regions when disabled, preventing cost surprises
* Improved error handling to gracefully suppress service unavailability errors in unsupported regions
* Added 6 new tests covering anomalous region detection scenarios (125 total tests, all passing)
* Ensured consistent behavior across all modules for configuration drift detection and cost control
* --cross-account-role parameter now defaults to AWSControlTowerExecution and can be omitted for standalone usage convenience
* Cross-account role restricted to two valid choices: AWSControlTowerExecution (default) and OrganizationAccountAccessRole
* Common utilities (colors, printc, get_client) centralized in shared modules/utils.py for improved maintainability
* Added missing .python-version file.
* Deployment script fixed.
* Updated the README.
* Further README updates.
* Further README updates.
* Improved output formatting for better readability and professional appearance.
* Removed redundant processing messages that duplicated service banner information.
* Enhanced README with comprehensive example output showing all 6 security services.
* Added configuration guidance for both new and existing OpenSecOps installations.
* Initial pre-release with read-only AWS security services discovery and analysis.
* Comprehensive discovery for AWS Config, GuardDuty, Detective, Inspector, Access Analyzer, and Security Hub.
* Detailed recommendations and configuration validation across all regions.
* 147 passing tests with complete AWS service mocking.
* Note: This is a descriptive implementation only - no AWS resource creation/modification capabilities yet.