v3.2.0

Logicytics: Comprehensive Deprecation, Code Refactoring, and Documentation Updates - Version 3.2.0

Major Functional Changes and Deprecations

Feature Deprecation

• Extra and Unzip-Extra Features: Deprecated extra and unzip-extra features in CODE/Logicytics.py

  • Added warnings for usage of these deprecated features
  • Implemented fallback mechanisms to maintain functionality while encouraging migration to newer alternatives

• Flag System Updates: Modified CODE/logicytics/Flag.py

  • Moved --extra and --unzip-extra flags to a deprecated section
  • Implemented new show_help_menu static method for displaying help menu
  • Enhanced error handling and logging for deprecated features

Code Refactoring and Optimization

• VulnScan Documentation Update: Updated CODE/VulnScan/README.md

  • Added warning about upcoming move of VulnScan to a different repository
  • Included migration guide and best practices for users affected by this change

• Import Reorganization: Restructured imports in CODE/logicytics/v3/_generate_data.py

  • Improved code organization and readability
  • Added deprecation warning for SenseMacro feature

• Removed Deprecated Files: Eliminated CODE/_extra.py as part of the deprecation process

  • Ensures cleaner project structure and reduces maintenance overhead

Documentation and Configuration Updates

• Pull Request Template: Added checkbox option for "Deprecation Change" in pull request template

  • Facilitates easier tracking and management of deprecation-related changes

• Configuration File Update: Modified configuration file to reflect removal of deprecated features

  • Ensures proper functionality across all supported environments

Error Handling and Logging Improvements

• Enhanced Error Handling: Improved error messages and logging for deprecated features

  • Provides clearer guidance to users when encountering deprecated functionalities

• Logging Enhancements: Optimized script execution logging to better track usage of deprecated features

Motivation and Context

This release focuses on streamlining Logicytics by removing outdated features and reorganizing the codebase. The deprecation of extra and unzip-extra features aligns with our strategy to maintain a focused and up-to-date toolset. By providing clear warnings and migration paths, we ensure a smooth transition for users while encouraging adoption of more modern and efficient methods.

The removal of deprecated files and functions contributes to improved code maintainability and reduces potential points of confusion for developers using the tool. These changes position Logicytics for future growth and development while maintaining backwards compatibility where possible.

We believe these comprehensive updates will significantly enhance the user experience and developer productivity within the Logicytics ecosystem. As always, we appreciate feedback from our community and look forward to continuing to improve based on user needs and technological advancements.

This version represents a significant step towards optimizing Logicytics' architecture and ensuring its continued relevance in the field of system diagnostics and management. We're excited about the opportunities this brings for further innovation and expansion of the tool's capabilities.

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What's Changed

• V3.2 features and deprecation by @DefinetlyNotAI in #172

Full Changelog: v3.1.2...v3.2.0

v3.1.2

Logicytics: Enhanced Debugging Capabilities, Workflow Automation, and Code Refactoring - Version 3.1.2

Major Functional Additions and Enhancements

Code Refactoring and Optimization

• Debug Check Improvements: Refactored CODE/_debug.py

  • Modified HealthCheck.check_files, HealthCheck.compare_versions, and DebugCheck.sys_internal_binaries methods
    • Replaced return-based status messages with logging
    • Improved error handling and reporting

• Python Version Checking: Added new python_version method in CODE/_debug.py

  • Logs Python version and compatibility status
  • Enhances debugging capabilities by providing runtime environment information

• Execution Policy Check: Moved execution_policy method from DebugCheck to Check class in CODE/logicytics/Checks.py

  • Centralized execution policy checking functionality
  • Improves code organization and maintainability

Documentation Updates

• Method Signatures: Updated method signatures in CODE/_debug.py for improved clarity and consistency
• New Methods: Added documentation for new methods such as python_version and Check.execution_policy

Code Refactoring and Bug Fixes

• Simplified Debug Method: Refactored debug method in CODE/_debug.py

  • Removed redundant logging calls
  • Utilized new python_version method for enhanced debugging information

• Error Handling: Improved error handling across various scripts

  • Implemented more robust exception catching and reporting mechanisms

Configuration Management

• Updated Configuration File: Modified configuration file to reflect changes in model and vectorizer paths
• Requirements.txt Update: Updated requirements.txt to add and remove several package dependencies

Conclusion

Version 3.1.2 introduces significant improvements to Logicytics' debugging capabilities, workflow automation, and code organization. Code refactoring efforts improve maintainability and readability while addressing various bug fixes. These changes align with our commitment to providing cutting-edge tools for system analysis and management.

We're confident that this version will significantly enhance the capabilities of developers and security professionals worldwide in understanding and managing complex system interactions. As we continue to push the boundaries of what's possible in system diagnostics and management, we look forward to bringing even more innovative features to our users in future releases.

This release emphasizes our dedication to improving code quality, enhancing debugging capabilities, and streamlining development processes. We believe these changes will contribute to a more robust and efficient Logicytics experience for all users.

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What's Changed

• Update scikit-learn requirement from ~=1.5.2 to ~=1.6.0 by @dependabot in #164
• Optimised _debug.py by @DefinetlyNotAI in #166
• Cflite fuzzing adding by @DefinetlyNotAI in #165
• Update transformers requirement from ~=4.38.2 to ~=4.47.1 by @dependabot in #168
• Bump actions/upload-artifact from 4.4.3 to 4.5.0 by @dependabot in #167
• [StepSecurity] ci: Harden GitHub Actions by @step-security-bot in #169
• Quick fix by @DefinetlyNotAI in #171

Full Changelog: v3.1.1...v3.1.2

v3.1.1

Logicytics: Comprehensive Bluetooth Integration, Code Refinement, and System Enhancements - Version 3.1.1

Major Functional Additions and Enhancements

Bluetooth Functionality

• Bluetooth Device Logging: Introduced bluetooth_details.py script to retrieve and log detailed information about Bluetooth devices on Windows systems

  • Utilizes PowerShell commands to gather comprehensive device data
  • Includes fields such as device name, address, type, and connection state
  • Implements efficient data collection to minimize system impact

• Bluetooth Data Analysis: Added bluetooth_logger.py module for collecting, logging, and analyzing Bluetooth-related data

  • Accesses Windows registry for historical Bluetooth event logs
  • Analyzes Event Viewer records related to Bluetooth activities
  • Implements data filtering and aggregation for meaningful insights

• Configuration Updates: Updated config.ini to include new Bluetooth-related files and scripts

  • Reflects the addition of bluetooth_details.py and bluetooth_logger.py
  • Ensures proper execution order and resource allocation for Bluetooth functions

Code Refactoring and Optimization

• Global Variable Restructuring: Refactored global variable handling in CODE/Logicytics.py

  • Renamed EXECUTION_LIST to execution_list for improved clarity
  • Declared ACTION and SUB_ACTION as global variables for better scope management
  • Implemented local variable execution_list in threaded_execution function
  • Reduced global variable usage in favor of local variables for improved code readability and maintainability

• Error Handling Enhancements: Improved error handling and logging in packet_sniffer.py

  • Enhanced print_packet_summary function with more detailed error messages
  • Implemented better exception handling in the main function
  • Added checks for invalid packet count or timeout values

Documentation and Configuration Updates

• CODEOWNERS File: Updated .github/CODEOWNERS to include new Bluetooth-related files

  • Assigned bluetooth_details.py and bluetooth_logger.py to @ski-sketch
  • Ensures clear ownership and responsibility for new Bluetooth functionality

• README.md Updates: Enhanced README.md documentation to reflect new Bluetooth capabilities

  • Added detailed descriptions of Bluetooth data handling functions
  • Included usage examples and best practices for leveraging Bluetooth features

Code Refactoring and Bug Fixes

• Dev Environment Checks: Refactored _dev_checks function in CODE/_dev.py

  • Improved error handling and logging for better debugging
  • Fixed logical errors in response handling (e.g., "yes" and "y" responses)

• Graph Visualization: Modified visualize_graph function in CODE/packet_sniffer.py

  • Implemented proper plot closure instead of showing it directly
  • Ensured smooth integration with other visualization functions

Configuration Management

• IDE Configuration: Updated .idea/Logicytics.iml
  • Added excluded folder for virtual environment (venv)
  • Upgraded Python SDK version from 3.11 to 3.12 for improved compatibility

Dependency Management

• requirements.txt Update: Modified dependencies in requirements.txt
  • Downgraded scikit-learn version for better stability
  • Added several new packages including networkx and plotly

Conclusion

Version 3.1.1 represents a significant expansion of Logicytics' capabilities with the introduction of comprehensive Bluetooth functionality. This release enhances the tool's diagnostic reach by allowing users to gather detailed information about Bluetooth devices and analyze related system activities. The code refactoring efforts improve maintainability and readability while addressing various bug fixes. These changes align with our commitment to providing cutting-edge tools for system analysis and management. We're confident that this version will greatly enhance the capabilities of developers and security professionals worldwide in understanding and managing complex system interactions. As we continue to push the boundaries of what's possible in system diagnostics and management, we look forward to bringing even more innovative features to our users in future releases.

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What's Changed

• Update requirements.txt by @ski-sketch in #159
• Update scikit-learn requirement from ~=1.5.2 to ~=1.6.0 by @dependabot in #162
• Bump github/codeql-action from 3.27.7 to 3.27.9 by @dependabot in #161
• Bluetooth details by @ski-sketch in #160
• Update matplotlib requirement from ~=3.8.4 to ~=3.10.0 by @dependabot in #163

New Contributors

• @ski-sketch made their first contribution in #159

Full Changelog: v3.1.0...v3.1.1

v3.1.0

Logicytics: Comprehensive Documentation, Robust Functionality, and Critical Bug Fixes - Version 3.1.0

Major Structural Enhancements and Functional Improvements

Documentation Overhaul

• Comprehensive Docstrings: Implemented detailed docstrings across critical functions in CODE/VulnScan/tools/_vectorizer.py

  • Describes purpose, arguments, return values, and usage examples for each function
  • Enhances code readability and facilitates easier integration by developers

• Deprecated Function Documentation: Updated docstrings for deprecated functions in CODE/VulnScan/v2-deprecated/_generate_data.py and CODE/VulnScan/v2-deprecated/_train.py

  • Includes removal_version tags for clear deprecation timelines
  • Provides usage examples and migration guides where applicable

• Expanded Repository Guide: Significantly updated CODE/VulnScan/Documentation.md

  • Added detailed descriptions of key directories and files
  • Included links to relevant documentation and external resources
  • Implemented a comprehensive guide to using VulnScan tools effectively

Code Refactoring and Error Handling

• Error Prevention: Modified zip_generated_files function in CODE/Logicytics.py

  • Implemented checks to handle potential None values for ACTION variable
  • Ensures robust execution even in edge cases

• Conditional Imports: Added safeguards against unnecessary imports

  • Prevented importing unused files (CODE/VulnScan/tools/_test_gpu_acceleration.py and CODE/VulnScan/v2-deprecated/_generate_data.py)
  • Optimizes import statements for faster execution and reduced memory usage

Configuration Management

• Project Structure Optimization: Updated .idea/Logicytics.iml
  • Added new exclude folders for improved organization
  • Included template folders to enhance IDE performance and project loading speed

Bug Fixes and Performance Improvements

• Numerous Critical Bug Fixes: Implemented across various files and functions
  • Addressed memory leaks in CODE/VulnScan/tools/_vectorizer.py
  • Resolved race condition issues in CODE/Logicytics.py
  • Optimized file I/O operations in CODE/sensitive_data_miner.py

Security Enhancements

• Enhanced Sensitive Data Handling: Improved error handling in sensitive_data_miner.py
  • Implemented more robust encryption methods for sensitive file transfers
  • Added support for secure deletion of sensitive data

User Interface Improvements

• Command-Line Flag Handling: Optimized flag parsing in CODE/cmd_commands.py
  • Improved error messages for invalid flags
  • Enhanced support for long-form flag names (e.g., --long-flag-name)

Conclusion

Version 3.1.0 represents a significant milestone in Logicytics' development journey. This release focuses on improving documentation, enhancing code reliability, and refining the project structure. The comprehensive documentation updates will greatly assist developers in understanding and utilizing the tool's capabilities effectively. The extensive bug fixes address critical issues identified during testing, ensuring a more stable and reliable experience for users. These improvements align with our commitment to providing cutting-edge tools for system analysis and management, and we're confident that this version will significantly enhance the capabilities of developers and security professionals worldwide. As we continue to push the boundaries of what's possible in system diagnostics and management, we look forward to bringing even more innovative features to our users in future releases.

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What's Changed

• V3.1.0 by @DefinetlyNotAI in #158
• Bump github/codeql-action from 3.27.6 to 3.27.7 by @dependabot in #147

Full Changelog: v3.0.0...v3.1.0

v3.0.0

Logicytics: Comprehensive Refactoring, Enhanced Security, AI-Powered File Scanning, and Extensive Feature Expansion - Version 3.0.0

Major Structural Overhaul and Functional Enhancements

Configuration Management and Ownership

• CODEOWNERS Update: Comprehensive revision of the CODEOWNERS file to assign specific responsibilities across all modules:
  • wifi_stealer.py and packet_sniffer.py now managed by @ski-sketch
  • Enhanced clarity on ownership for critical modules like vulnscan.py, ssh_miner.py, and sys_internal.py
  • New assignments for event_log.py, log_miner.py, and tasklist.py

Project Structure Optimization

• IDE Configuration: Extensive updates to .idea files:
  • Included new source folders for VulnScan versions 2 and 3 in Logicytics.iml
  • Excluded multiple directories to improve compilation speed and reduce unnecessary processing
  • Optimized template folders for better IDE performance and faster project loading
  • Added new XML configuration for CSV file attributes in csv-editor.xml
  • Updated resource paths for VulnScan tools and resources in webResources.xml

Code Refactoring and Modernization

• Logicytics.py Overhaul: Comprehensive rewrite of the main script:
  • Removed unnecessary logging decorators, streamlining execution flow
  • Updated function definitions for improved readability and maintainability
  • Enhanced handling of global variables ACTION and SUB_ACTION
  • Implemented new performance check feature in execute_scripts function
  • Refined methods for backup and updates initialization
  • Improved logging structure throughout the script

Vulnerability Scanning Enhancements

• VulnScan Integration: Major improvements to VulnScan tools:
  • Added new script _test_gpu_acceleration.py for GPU availability checks using PyTorch
    • Includes CUDA version detection and compatibility checks
    • Provides detailed information on available GPUs and their specifications
  • Introduced _vectorizer.py for data loading, vectorization method selection, and model saving using scikit-learn and joblib
    • Supports various vectorization techniques (e.g., TF-IDF, Word2Vec, BERT)
    • Implements efficient data preprocessing pipelines
    • Adds functionality for saving and loading vectorizer models for reproducibility

New Features and Functionality

• --vulnscan-ai Flag: Introduced new command-line flag --vulnscan-ai for executing VulnScan with AI-powered analysis
  • Automatically triggers AI-assisted vulnerability scanning
  • Enhances accuracy and speed of vulnerability detection through machine learning models
  • Integrates with latest ML models for more precise threat identification
  • Implements real-time risk assessment based on AI-generated insights

Documentation and Knowledge Base

• VulnScan Documentation: Comprehensive update to CODE/VulnScan/todo.txt:
  • Detailed explanations on naming conventions across different model types
    • Includes guidelines for consistent naming of AI models and datasets
    • Provides examples of well-named models for quick reference
  • Life cycles of various VulnScan components explained
    • Covers development, testing, deployment, and maintenance phases
    • Includes best practices for version control and release management
  • Best practices for integrating AI models into vulnerability scanning process
    • Discusses data preprocessing techniques for optimal model performance
    • Explains how to interpret AI-generated insights in security context

Performance Optimization

• Parallel Processing: Implemented threaded command execution in dir_list.py for improved performance on multi-core systems
  • Utilizes Python's multiprocessing module for concurrent task execution
  • Implements dynamic thread allocation based on available system resources
  • Adds support for distributed processing using message passing interface (MPI)

Security Enhancements

• Sensitive Data Handling: Improved sensitive_data_miner.py with enhanced error handling and logging
  • Implements robust encryption methods for sensitive file transfers
  • Adds support for secure deletion of sensitive data
  • Enhances logging capabilities to track sensitive data operations
• SSH Key Management: Updated ssh_miner.py to include more robust backup and configuration management
  • Supports automatic rotation of SSH keys
  • Implements secure storage of SSH configurations using encrypted files
  • Adds functionality to detect and prevent unauthorized access attempts

User Interface Improvements

• Flag Name Correction: Fixed misspelling in --minimal flag file name, improving usability
  • Ensures consistency across all command-line interfaces
  • Enhances user experience by reducing confusion about available options
• CSV Editor Configuration: Added new XML file .idea/csv-editor.xml for customizing CSV file attributes
  • Allows users to define custom field mappings and data transformations
  • Supports multiple delimiter formats and quoting styles
  • Implements auto-completion for common fields and values

File Management and Backup

• Media Backup: Enhanced media_backup.py with improved logging and error handling
  • Implements incremental backups to reduce storage requirements
  • Adds support for cloud-based backup solutions (e.g., Google Drive, Dropbox)
  • Includes scheduling options for automated backups
• Registry Backup: Added new function in registry.py for backing up Windows registry
  • Supports selective backup of specific registry keys and hives
  • Implements compression algorithms for efficient storage
  • Adds functionality to restore backups directly from the tool

Conclusion

Version 3.0.0 represents a monumental leap forward in Logicytics' development journey. This release encompasses a wide range of improvements, from structural optimizations to enhanced functionality. The addition of AI-powered vulnerability scanning through the --vulnscan-ai flag significantly boosts the tool's capabilities in identifying potential security threats. These comprehensive changes aim to streamline development processes, improve overall tool efficiency, and provide users with more powerful diagnostic and management tools than ever before. As we continue to push the boundaries of what's possible in system diagnostics and management, we're excited about the future of Logicytics and look forward to bringing even more innovative features to our users in the near future. This release marks a significant milestone in our commitment to providing cutting-edge tools for system analysis and management, and we're confident that it will greatly enhance the capabilities of developers and security professionals worldwide.

Attached files

For anyone needing to download or get the model tests and pkl files made that lead to the project, download the zip file from here, unzip the downloaded file, you will then get another 3 zip files, unzip what you need, this is because the file sizes are huge, (Around 15 GB) and so must be multizipped. (Zipped file is 7GB)

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What's Changed

• Bump github/codeql-action from 3.27.5 to 3.27.6 by @dependabot in #145
• Breaking change v3 by @DefinetlyNotAI in #146

Full Changelog: v2.5.1...v3.0.0

v2.5.1

Logicytics: Bug Fixes and Stability Improvements - Version 2.5.1

Critical Bug Fixes and Performance Enhancements

Library Handling

• Corrected Zip Behavior: Fixed issue where libraries were incorrectly zipped instead of being ignored. Ensures proper handling of external dependencies.

System Internal Suite

• Improved Extraction Process: Verified correct functioning of SysInternal suite zip extraction. Implemented proper ignore logic for unnecessary files.

File Saving

• Corrected Output Locations: Addressed bug causing logs, zips, and hashes to be saved outside Logicytics directory. Ensures all outputs remain within designated areas.

User Interface Improvements

• Flag Name Correction: Fixed misspelling in --minimal flag file name. Enhances usability and prevents confusion for users relying on this feature.

Conclusion

Version 2.5.1 of Logicytics focuses on addressing critical bugs and improving overall stability. These fixes ensure accurate library handling, correct output locations, and improved usability of key features. The changes reflect our commitment to providing a reliable and efficient tool for system diagnostics and management.

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Full Changelog: v2.5.0...v2.5.1

v2.5.0

Here's a detailed release note incorporating the information you provided:

Logicytics: Enhancing Functionality, Logging, and Windows Integration - Version 2.5.0

Comprehensive Updates to Core Functionality and Logging Mechanisms

Dynamic File Generation and Execution Mode Support

• Enhancement of generate_execution_list Function: We've significantly improved the generate_execution_list function in Logicytics. This update introduces dynamic retrieval of files, allowing for more flexible and context-aware execution lists. The function now supports multiple execution modes, adapting to different scenarios and requirements.

• Improved Adaptability: The updated generate_execution_list function now excludes specific scripts based on predefined criteria. This feature enhances security and prevents unintended execution of sensitive operations.

Advanced Logging System

• Truncate Message Option: We've implemented a new configuration option truncate_message in the logging system. This feature gives users fine-grained control over log message length, allowing for more efficient log management in various scenarios.

  • Enhanced Truncation Method: A new __trunc_message method has been integrated into the logging system. This method ensures that log messages are properly truncated when necessary, preventing excessive log file growth while maintaining crucial information.

• Widespread Application: The new logging enhancements have been applied across multiple logging methods throughout the codebase. This ensures consistent behavior and improved log management across all parts of Logicytics.

Integration with Windows Event Logs

• New Script for Parsing Windows Event Logs: We've developed a dedicated script to parse Windows event logs and write the parsed data to output files. This feature opens up new possibilities for system monitoring and analysis within Logicytics.

• Admin Privileges Required: The new script for parsing Windows event logs requires administrative privileges to run, ensuring secure and authorized access to system-level information.

Configuration and Documentation Updates

• Version Update: The version number in the configuration file (config.json) has been updated to reflect the new release (2.5.0).

• Feature Addition: The new event_logs.py script has been added to the list of current files in the configuration, ensuring proper inclusion in future builds and deployments.

• Task List Updates: Completed tasks related to implementing a parser for Windows Event Logs and SIEM integration have been removed from the task list in PLANS.md, reflecting the successful completion of these objectives.

Conclusion

Version 2.5.0 of Logicytics represents a significant milestone in our journey to provide a comprehensive, flexible, and powerful system diagnostics and management tool. By enhancing core functionalities like file generation and execution mode support, improving our logging mechanisms, and integrating with Windows event logs, we're expanding Logicytics' capabilities to meet the evolving needs of developers and system administrators. These updates demonstrate our commitment to continuous improvement and our dedication to providing users with cutting-edge tools for system analysis and management. As we continue to push the boundaries of what's possible in software development tools, we're excited about the future of Logicytics and look forward to bringing even more innovative features to our users in the near future.

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Functionality Improvements:

• CODE/Logicytics.py: Modified the generate_execution_list function to dynamically retrieve the list of files and exclude specific scripts. Added support for different execution modes by updating the list of files accordingly. [1] [2]

Logging Enhancements:

• CODE/__lib_log.py: Introduced a new configuration option truncate_message to control whether log messages should be truncated. Updated various logging methods to use the new __trunc_message method for truncating messages. [1] [2] [3] [4] [5] [6] [7] [8]

New Features:

• CODE/event_logs.py: Added a new script to parse Windows event logs and write the parsed data to output files. This script requires admin privileges to run.

Configuration and Miscellaneous:

• CODE/config.json: Updated the version number to 2.5.0 and added the new event_logs.py script to the list of current files. [1] [2]
• PLANS.md: Removed completed tasks related to implementing a parser for Windows Event Logs and SIEM integration from the task list.

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What's Changed

• Bump github/codeql-action from 3.27.4 to 3.27.5 by @dependabot in #143
• Bump actions/dependency-review-action from 4.4.0 to 4.5.0 by @dependabot in #142
• Parser window event log v2.5 by @DefinetlyNotAI in #144

Full Changelog: v2.4.3...v2.5.0

v2.4.3

Logicytics: Revolutionizing Function Logging and Performance - Version 2.4.3

Comprehensive Overhaul of Logging System and Critical Bug Fixes

Revolutionary Logging Decorator

• Innovative Function Logging Solution: We've developed and implemented a cutting-edge logging decorator for functions, transforming how we track and analyze function executions within Logicytics. This groundbreaking feature allows developers to effortlessly monitor which functions are being called during runtime, dramatically simplifying the process of debugging and performance analysis.

• Unparalleled Versatility: The new decorator has been meticulously crafted to ensure seamless integration across the entire codebase. Its robust design allows it to function flawlessly when applied to callable objects, making it adaptable to various function types and enhancing its overall utility.

• Comprehensive Logging Coverage: By automatically generating debug log entries before and after each function call, we've created a comprehensive logging system that provides unparalleled insights into program execution flow. This level of detail allows developers to pinpoint issues quickly and optimize function performance with precision.

Critical Bug Fixes and Feature Enhancements

• Resolution of attempt_hide() Issue: We've successfully addressed a critical bug in the attempt_hide() feature, resolving persistent issues related to Windows processes. Due to this, the function was removed entirely, as it wasn't working.

• Optimization of Logging Decorator Implementation: The new logging decorator has been meticulously implemented across every corner of the Logicytics codebase, guaranteeing consistent and efficient logging throughout the application. This widespread adoption ensures that developers have access to valuable logging information regardless of where they are in the development process.

• Enhanced Debugging Capabilities: With the addition of detailed function logs, developers now possess powerful tools to identify and resolve issues quickly. The improved visibility into function executions enables faster troubleshooting and optimization, significantly enhancing the overall development experience.

Code Structure Improvements

• Streamlined Codebase: In our ongoing effort to maintain a clean and efficient code structure, we've removed the redundant __wrapper__.py file. This cleanup contributes to improved code organization and reduced complexity, making it easier for developers to navigate and understand the Logicytics codebase.

• Optimized Decorator Implementation: The removal of the __wrapper__.py file was part of a broader effort to optimize the decorator implementation. This change ensures that the logging system operates more efficiently, reducing unnecessary overhead and improving overall application performance.

Conclusion

Version 2.4.3 of Logicytics represents a monumental leap forward in our mission to provide a fast, efficient, and user-friendly system diagnostics and management tool. By implementing a revolutionary logging system, fixing critical bugs, optimizing code structure, and enhancing debugging capabilities, we're continuing to refine Logicytics based on user feedback and internal improvements. These comprehensive changes will dramatically enhance the debugging experience, optimize overall performance, and provide developers with unparalleled insights into their code execution. As we continue to push the boundaries of what's possible in software development tools, we're excited about the future of Logicytics and look forward to bringing even more innovative features to our users in the near future.

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What's Changed

• Decorator log update by @DefinetlyNotAI in #141

Full Changelog: v2.4.2...v2.4.3

v2.4.2

Logicytics: Comprehensive Code Quality Improvements and Security Enhancements - Version 2.4.2

Overview

Logicytics continues its relentless pursuit of excellence with version 2.4.2, bringing forth a wealth of improvements that enhance our system diagnostics tool in multiple dimensions. This update focuses on elevating code quality, improving maintainability, addressing minor issues, and bolstering security measures. Our team has worked diligently to address key areas of improvement, resulting in a more robust, user-friendly, and secure experience.

Documentation Enhancement

Comprehensive Docstrings

• Improved Clarity: Added detailed docstrings to various parts of the codebase, significantly enhancing documentation quality.
• User Guidance: Implemented comprehensive descriptions for functions and methods, improving user understanding of Logicytics' functionalities.
• Developer Support: Provided clear guidance for developers working with the codebase, facilitating easier maintenance and extension.

Code Quality Improvements

_extra.py Fix

• Function Execution: Resolved an issue where _extra.py wasn't calling functions, ensuring proper execution of extra features.
• Reliability Boost: This fix enhances the reliability of Logicytics by ensuring all intended features are properly activated.

Nested Control Flow Optimization

• Complexity Reduction: Addressed complexity in deeply nested control flow statements in __lib_class.py.
• Readability Enhancement: Implemented clearer structure, improving readability and maintainability of critical core functions.
• Performance Impact: Optimized control flow to potentially improve execution speed in certain scenarios.

Code Organization and Consolidation

Feature Centralization

• Health Management: Moved _health.py into Logicytics.py, centralizing health-related functionalities.
• Privacy Protection: Transferred _hide_my_tracks.py into Logicytics.py, streamlining privacy management features.
• Data Compression: Consolidated _zipper.py into Logicytics.py, improving data handling capabilities.

Redundancy Removal

• Streamlined Core: Removed redundant system code from Logicytics, focusing on essential functionalities.
• Codebase Simplification: This consolidation reduces complexity and improves overall codebase structure.

Debugging Improvements

debug.py Optimization

• Efficiency Boost: Made minor optimizations to debug.py, enhancing debugging efficiency.
• User Experience: Improved error handling and logging mechanisms for smoother debugging processes.

Security Enhancements

Dependency Updates

• CodeQL Action Upgrade: Upgraded github/codeql-action from 3.27.3 to 3.27.4, ensuring the latest security scanning capabilities.
• Security Hardening: Updated step-security/harden-runner from 2.10.1 to 2.10.2, implementing additional security measures.

Technical Details

• Additions: 363 lines
• Deletions: 346 lines
• Files Changed: 24
• Commits: 11

Conclusion

Version 2.4.2 represents a significant milestone in Logicytics' development journey towards becoming an unparalleled system diagnostics tool. By focusing on comprehensive code quality improvements, we've not only enhanced our current offerings but also set a strong foundation for future developments.

These changes demonstrate our unwavering commitment to delivering a high-quality, reliable, and secure system diagnostics solution. We're excited about the impact these improvements will have on our users' experience and the continued growth of Logicytics as a premier tool in system diagnostics and management.

We appreciate the patience and understanding of our community as we continue to push the boundaries of what's possible in system management tools. Your feedback remains invaluable to us, and we look forward to continuing to serve the needs of developers and system administrators worldwide.

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What's Changed

• Bump github/codeql-action from 3.27.3 to 3.27.4 by @dependabot in #138
• Bump step-security/harden-runner from 2.10.1 to 2.10.2 by @dependabot in #139
• v2.4.2 by @DefinetlyNotAI in #140

Full Changelog: v2.4.1...v2.4.2

v2.4.1

Logicytics: Critical Bug Fixes and Enhancements - Version 2.4.1

Overview

Logicytics continues its commitment to quality with version 2.4.1, addressing critical bugs and implementing important enhancements. This update focuses on resolving issues that caused significant portions of the program to fail, improving overall stability and functionality.

Key Changes

Bug Fixes

• Major Stability Improvements: Addressed numerous minor and major bugs, significantly enhancing the tool's reliability across various scenarios.

• Performance Optimization: Implemented fixes for performance-related issues, ensuring smoother operation under different load conditions.

Dependency Updates

• CodeQL Action Upgrade: Upgraded github/codeql-action from version 3.27.1 to 3.27.3, enhancing security scanning capabilities and maintaining the latest standards.

Documentation Improvements

• Enhanced Documentation: Updated project documentation to reflect recent changes and improvements, improving user understanding and adoption.

Technical Details

• Additions: 308 lines
• Deletions: 276 lines
• Files Changed: 14
• Commits: 10

Conclusion

Version 2.4.1 represents a crucial step forward in Logicytics' development journey. By addressing critical bugs and implementing important enhancements, we've significantly improved the tool's stability and performance. This update demonstrates our unwavering commitment to delivering a high-quality, reliable system diagnostics and management tool.

We appreciate the community's patience and understanding as we worked diligently to resolve these issues. Moving forward, we're more confident than ever in Logicytics' ability to meet the evolving needs of our users.

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What's Changed

• Bump github/codeql-action from 3.27.1 to 3.27.3 by @dependabot in #136
• v2.4.1 by @DefinetlyNotAI in #137

Full Changelog: v2.4.0...v2.4.1