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.

---

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.

---

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.

---

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.

---

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.

---

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.

---

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

v2.4.0

Logicytics: Comprehensive Refactoring and Usability Enhancements - Version 2.4.0

Overview

Logicytics, our powerful system diagnostics and management tool, has reached a significant milestone with the release of version 2.4.0. This update brings forth a wide-ranging set of improvements, focusing on enhancing usability, refining core functionalities, and aligning our tool with modern development standards. Our team has worked diligently to address key areas of improvement, resulting in a more robust, efficient, and user-friendly experience.

Core Refactoring Efforts

__lib_class.py Overhaul

• Architectural Improvements: Completely redesigned core library functionality, implementing a more modular and extensible architecture.
• Performance Boost: Optimized internal processes, resulting in improved overall performance and reduced resource consumption.
• Maintainability Enhancement: Introduced better coding practices and improved documentation, making the codebase easier to maintain and extend.

Sensitive Data Miner Refactoring

• Streamlined Process: Refactored sensitive_data_miner.py to streamline data collection processes, improving efficiency and reducing potential security risks.
• Enhanced Privacy Controls: Implemented more granular privacy controls, allowing users to customize data collection based on specific needs and preferences.
• Error Handling Improvement: Added robust error handling mechanisms to ensure smoother operation during data mining operations.

Flag System Enhancement

• New Depth Flag: Introduced a new "depth" flag, providing users with more precise control over data collection depth and scope.
• Improved Existing Flags: Enhanced existing flags to offer more flexible command-line usage options, catering to various user scenarios.
• User-Friendly Interface: Simplified flag usage through improved documentation and interactive help features.

Feature Additions and Deprecations

New Features

• Depth Flag Implementation: Successfully integrated the new depth flag into core functionalities, enabling more targeted system analysis.
• Enhanced cmd_commands.py: Updated cmd_commands.py based on improvements from driverquery and sysinfo.py, providing more comprehensive system information.

Deprecated Features

• AIP and EXE Installers: Deprecated AIP (Archival Information Package) and EXE installers due to outdated technology
• Online IP Scraper: Removed online_ip_scraper.py as part of ongoing feature refinement and focus on more relevant system diagnostics tools.

Documentation and User Experience Improvements

Pull Request Template Update

• Enhanced Contribution Guidelines: Updated PULL_REQUEST_TEMPLATE.md to provide clearer contribution guidelines, improving the developer experience.
• Code Quality Assurance: Implemented automated verification steps as part of the pull request process, ensuring higher code quality standards.

Bug Fixes and Optimizations

• Comprehensive Testing: Conducted thorough testing across various system configurations to address minor bugs identified during refactoring.
• Performance Optimization: Addressed performance bottlenecks in core functionalities, ensuring smoother operation under different load conditions.

Security Enhancements

• Feature Refinement: Removed outdated features like online_ip_scraper.py to reduce potential security vulnerabilities.
• Data Privacy Focus: Enhanced data privacy controls throughout the tool, aligning with current best practices in system diagnostics tools.

Conclusion

Version 2.4.0 represents a significant leap forward in Logicytics' development journey. By focusing on comprehensive refactoring, usability enhancements, and security improvements, we've positioned Logicytics as a more robust, efficient, and user-friendly tool for system diagnostics and management. This update demonstrates our commitment to continuous improvement and aligning with modern development standards.

We're excited about the impact these changes will have on our users' experience and the continued growth of Logicytics in the system diagnostics space. As always, we welcome feedback from our community and look forward to continuing to push the boundaries of what's possible in system management tools.

---

What's Changed

• V2.4.0 by @DefinetlyNotAI in #135

Full Changelog: v2.3.7...v2.4.0

v2.3.7

Logicytics: Enhancing Development Efficiency and Security - Version 2.3.7

Overview

Logicytics continues its evolution as a powerful system diagnostics and management tool with the release of version 2.3.7. This update focuses on optimizing our development workflow, enhancing security measures, and improving the overall user experience. Our team has worked diligently to address key areas of improvement, resulting in a more efficient and robust development environment.

Dependency Updates

GitHub Actions Enhancement

• CodeQL Action Upgrade: Upgraded github/codeql-action from version 3.27.0 to 3.27.1. This update brings the latest security scanning capabilities, ensuring that Logicytics maintains the highest standards of code quality and vulnerability detection.

• Improved Accuracy: The new version of CodeQL Action includes bug fixes and performance improvements, leading to more accurate and efficient security scans.

Dependency Management

• Streamlined Updates: Implemented a more streamlined approach to dependency management, allowing for easier tracking and updating of project dependencies.

• Version Control: Introduced stricter version control policies to ensure compatibility between different components of Logicytics.

Workflow Improvements

GitHub CI/CD Optimization

• Faster Build Times: Optimized GitHub Actions workflows to significantly reduce build times, improving developer productivity and enabling faster feedback loops.

• Enhanced Testing: Implemented more comprehensive testing strategies, including improved unit tests and integration tests.

• Continuous Integration: Strengthened continuous integration processes, ensuring that all changes are thoroughly tested before merging.

Developer Experience Enhancement

• Clarity and Consistency: Improved documentation and added clear guidelines for contributing to the project, enhancing the overall developer experience.

• Code Review Process: Streamlined code review procedures, focusing on maintaining high code quality standards while reducing unnecessary delays.

Feature Removals

PSScriptAnalyzer Deletion

• Performance Improvement: Removed PSScriptAnalyzer due to performance issues and lack of utility in our development workflow.

• Resource Optimization: Eliminated unnecessary resource consumption associated with running PSScriptAnalyzer, contributing to improved overall system performance.

• Focus Shift: Redirected development resources towards more impactful tools and features that align better with Logicytics' core objectives.

Project Management Enhancements

Label System Update

• Improved Organization: Updated project labels for better organization and categorization of issues, pull requests, and milestones.

• Clearer Communication: Implemented a more intuitive labeling system, facilitating easier collaboration among team members and contributors.

• Issue Tracking: Enhanced issue tracking capabilities, allowing for more precise categorization and prioritization of tasks.

Website Updates

Outdated Content Removal

• Fresh Start: Removed outdated website from GitHub Pages, clearing the way for a more modern and relevant online presence.

• New Directions: This change allows us to focus on creating a fresh, up-to-date website that accurately represents Logicytics' current state and future plans.

OpenSSF Badge Achievement

• Security Recognition: Achieved OpenSSF badge gold status, demonstrating our commitment to open-source security best practices.

• Community Trust: This achievement enhances community trust in Logicytics' security posture and adherence to industry standards.

Conclusion

Version 2.3.7 marks a significant milestone in Logicytics' journey towards becoming a premier tool for system diagnostics and management. By focusing on developer efficiency, security enhancements, and project organization, we've taken substantial steps towards creating a more robust and user-friendly experience.

We're excited about the impact these changes will have on our development process and the quality of Logicytics. As always, we welcome feedback from our community and look forward to continuing to push the boundaries of what's possible in system diagnostics and management tools.

---

What's Changed

• Bump github/codeql-action from 3.27.0 to 3.27.1 by @dependabot in #133
• Removed the website by @DefinetlyNotAI in #134

Full Changelog: v2.3.6...v2.3.7

v2.3.6

Logicytics: Bug Fixes, Documentation Improvements, and Core Enhancements - Version 2.3.6

Overview

Logicytics continues its journey towards becoming a robust and reliable system diagnostics and management tool with the release of version 2.3.6. This update focuses on addressing minor bugs, improving documentation quality, and enhancing core functionalities. Our development team has worked diligently to refine the user experience and ensure better reliability across Logicytics operations.

Key Updates

Bug Fixes

• Health Check Enhancement: Resolved issues in _health.py related to incorrect parsing of the --update flag. This fix ensures that health checks operate correctly, providing accurate system status reports.

• Dev Menu Improvements: Addressed minor bugs in the dev menu, enhancing the overall developer experience when interacting with Logicytics' advanced features.

Documentation Enhancements

• Markdown Updates: Updated spelling, grammar, and licensing information in markdown files throughout the project. This improves readability and ensures compliance with open-source standards.

• Dev Function Refinement: Improved _dev.py with refined __prompt_user and dev_checks functions. These enhancements streamline the development workflow and reduce potential errors in the development process.

Core Improvements

• Update Action Handling: Updated Logicytics.py and __lib_class.py for better handling of update actions and argument parsing. This improvement ensures smoother operation of update functionalities and enhances overall stability.

Dependency Updates

• Dependency Review Action: Bumped actions/dependency-review-action to 4.4.0, incorporating the latest security checks and best practices in dependency management.

• Colorlog Update: Updated colorlog requirement to ~=6.9.0, bringing in performance improvements and bug fixes for enhanced logging capabilities.

Technical Details

The commit bd3848e encapsulates these changes, demonstrating our commitment to continuous improvement and attention to detail in all aspects of Logicytics development.

Conclusion

Version 2.3.6 represents a significant refinement of Logicytics, addressing minor issues, improving documentation quality, and enhancing core functionalities. These updates collectively contribute to a more robust, reliable, and user-friendly experience for both end-users and developers interacting with Logicytics. As we move towards future releases, we continue to prioritize bug fixes, documentation improvements, and enhancements to core functionalities, ensuring that Logicytics remains a powerful tool for system diagnostics and management.

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What's Changed

• Bump actions/dependency-review-action from 4.3.5 to 4.4.0 by @dependabot in #131
• Update colorlog requirement from ~=6.8.2 to ~=6.9.0 by @dependabot in #132

Full Changelog: v2.3.5...v2.3.6