COS301-SE-2025/Prompt-Forge
May 2025 – Sep 2025
5 Months active
Languages Used
GitJavaSQLXMLCSSHTMLJSONJavaScript
Technical Skills
API DesignAPI DevelopmentBackend DevelopmentDatabase ConfigurationDatabase DesignDatabase Management
boitumelo.mtsatse
PROFILE
Boitumelo.mtsatse
Boitumelo Mtsatse developed core features for the COS301-SE-2025/Prompt-Forge platform, focusing on scalable prompt management, AI-driven tagging, and real-time game mechanics. Over five months, Boitumelo designed and implemented backend APIs, data models, and analytics using Java, Spring Boot, and React, integrating AI/ML services with Python and BERT for automated tagging and scenario generation. The work included containerized deployment with Docker, robust CI/CD pipelines, and secure authentication via JWT. By introducing WebSocket-based real-time communication and enhancing code quality with automated testing and formatting, Boitumelo delivered a maintainable, production-ready system supporting prompt creation, analytics, social features, and AI-powered gameplay.
Overall Statistics
Feature vs Bugs
84%Features
Repository Contributions
271Total
Bugs
18
Commits
271
Features
95
Lines of code
365,378
Activity Months5
Your Network
6 people
Work History
September 2025
77 Commits • 30 Features
Sep 1, 2025September 2025 (COS301-SE-2025/Prompt-Forge) focused on delivering security, real-time capabilities, AI-driven gameplay, and scalable social features, while tightening quality and release reliability. The month combined backend improvements, frontend enhancements, and robust testing to raise overall system reliability and business value across the product.
77 Commits • 30 Features
Sep 1, 2025September 2025 (COS301-SE-2025/Prompt-Forge) focused on delivering security, real-time capabilities, AI-driven gameplay, and scalable social features, while tightening quality and release reliability. The month combined backend improvements, frontend enhancements, and robust testing to raise overall system reliability and business value across the product.
September 2025
August 2025
48 Commits • 15 Features
Aug 1, 2025August 2025 — COS301-SE-2025/Prompt-Forge: Strengthened deployment reliability, modernized build tooling, expanded AI/ML containerization, and enhanced analytics visibility. Delivered a cohesive set of updates across CI/CD, build tooling, container orchestration, dependency management, and analytics to drive faster, safer releases and better business insight. Key features delivered: - Amplify CI/CD workflow improvements and Vite/React tooling upgrades: updated amplify.yml, removed explicit frontend build on deploy, ensured TypeScript/Vite compatibility, and improved preBuild/install steps. - Docker Compose deployment tooling for AI/ML workloads: updated to latest image versions, included AI endpoints, dockerized ML/AI services, and nginx config adjustments. - Dependency management stabilization: switched npm ci usage with correct install order, explicit preBuild/installation of Vite, TypeScript integration, and Python workflow incorporation. - Analytics capabilities expansion: backend analytics updates, category breakdown integration, and analytics overview view for key metrics. - Code quality and security hardening: automated formatting/checkstyle enhancements, lint fixes, Hugging Face token update, and port handling corrections.
August 2025
48 Commits • 15 Features
Aug 1, 2025August 2025 — COS301-SE-2025/Prompt-Forge: Strengthened deployment reliability, modernized build tooling, expanded AI/ML containerization, and enhanced analytics visibility. Delivered a cohesive set of updates across CI/CD, build tooling, container orchestration, dependency management, and analytics to drive faster, safer releases and better business insight. Key features delivered: - Amplify CI/CD workflow improvements and Vite/React tooling upgrades: updated amplify.yml, removed explicit frontend build on deploy, ensured TypeScript/Vite compatibility, and improved preBuild/install steps. - Docker Compose deployment tooling for AI/ML workloads: updated to latest image versions, included AI endpoints, dockerized ML/AI services, and nginx config adjustments. - Dependency management stabilization: switched npm ci usage with correct install order, explicit preBuild/installation of Vite, TypeScript integration, and Python workflow incorporation. - Analytics capabilities expansion: backend analytics updates, category breakdown integration, and analytics overview view for key metrics. - Code quality and security hardening: automated formatting/checkstyle enhancements, lint fixes, Hugging Face token update, and port handling corrections.
July 2025
47 Commits • 20 Features
Jul 1, 2025July 2025 monthly summary for COS301-SE-2025/Prompt-Forge focusing on measurable business value and technical excellence. The team delivered substantial backend quality improvements, API expansions for prompt management, AI tagging capabilities, standardized naming, and robust CI/CD and deployment readiness. Key work spanned code quality enforcement, frontend/backend formatting, AI-enabled tagging pipelines, and production-readiness enhancements including environment configuration and Git LFS assets.
47 Commits • 20 Features
Jul 1, 2025July 2025 monthly summary for COS301-SE-2025/Prompt-Forge focusing on measurable business value and technical excellence. The team delivered substantial backend quality improvements, API expansions for prompt management, AI tagging capabilities, standardized naming, and robust CI/CD and deployment readiness. Key work spanned code quality enforcement, frontend/backend formatting, AI-enabled tagging pipelines, and production-readiness enhancements including environment configuration and Git LFS assets.
July 2025
June 2025
73 Commits • 18 Features
Jun 1, 2025June 2025 monthly summary for COS301-SE-2025/Prompt-Forge: Delivered a cohesive platform refresh scoped to configuration, prompts, tagging, store/search, and quality. Externalized DB configuration to environment variables via .env, removed legacy applcation.properties, and corrected maxPrice data retrieval. Refactored repository structure and project metadata for cleaner onboarding and maintenance. Overhauled the Prompts system with a new model, cleaned UI/backend, and controller/repo updates. Implemented a Tag model, repository, utilities and integrated tagging into prompt workflows. Launched a Prompt Store module with search endpoints, public querying, and reviews integration, aligning frontend/backend components. Strengthened quality with unit tests across modules and CI/jacoco enhancements to enable faster, safer releases.
June 2025
73 Commits • 18 Features
Jun 1, 2025June 2025 monthly summary for COS301-SE-2025/Prompt-Forge: Delivered a cohesive platform refresh scoped to configuration, prompts, tagging, store/search, and quality. Externalized DB configuration to environment variables via .env, removed legacy applcation.properties, and corrected maxPrice data retrieval. Refactored repository structure and project metadata for cleaner onboarding and maintenance. Overhauled the Prompts system with a new model, cleaned UI/backend, and controller/repo updates. Implemented a Tag model, repository, utilities and integrated tagging into prompt workflows. Launched a Prompt Store module with search endpoints, public querying, and reviews integration, aligning frontend/backend components. Strengthened quality with unit tests across modules and CI/jacoco enhancements to enable faster, safer releases.
May 2025
26 Commits • 12 Features
May 1, 2025Monthly summary for COS301-SE-2025/Prompt-Forge – May 2025. Delivered a robust data model, persistence layer, and API surface enabling end-to-end prompt creation, storage, analytics, and views. Implemented a prompt data model and metadata model with a SQL-backed repository and API endpoints/queries to support prompt analytics and metadata-driven views. Introduced a complete ratings capability (ratings mode) with a rating/reviews model, controllers, and repository to capture user feedback on prompts. Refactored Demo application integration and database configuration to streamline development and reset handling. Performed targeted cleanup across the dashboard (user profiles, prompt models usage, and promptstore alignment) to improve maintainability. Strengthened reliability and quality with transactional metadata increments for downloads, views, and forks, plus unit tests for prompt and metadata controllers and improved test infrastructure. Documentation updated to reflect new data models, APIs, and testing practices. Overall, these efforts deliver richer analytics, improved user feedback loops, easier maintenance, and faster, safer deployments.
26 Commits • 12 Features
May 1, 2025Monthly summary for COS301-SE-2025/Prompt-Forge – May 2025. Delivered a robust data model, persistence layer, and API surface enabling end-to-end prompt creation, storage, analytics, and views. Implemented a prompt data model and metadata model with a SQL-backed repository and API endpoints/queries to support prompt analytics and metadata-driven views. Introduced a complete ratings capability (ratings mode) with a rating/reviews model, controllers, and repository to capture user feedback on prompts. Refactored Demo application integration and database configuration to streamline development and reset handling. Performed targeted cleanup across the dashboard (user profiles, prompt models usage, and promptstore alignment) to improve maintainability. Strengthened reliability and quality with transactional metadata increments for downloads, views, and forks, plus unit tests for prompt and metadata controllers and improved test infrastructure. Documentation updated to reflect new data models, APIs, and testing practices. Overall, these efforts deliver richer analytics, improved user feedback loops, easier maintenance, and faster, safer deployments.
May 2025
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Quality Metrics
Correctness86.8%
Maintainability87.2%
Architecture83.4%
Performance80.4%
AI Usage25.8%
Skills & Technologies
Programming Languages
BashCSSDockerfileGitGit IgnoreHTMLJSONJavaJavaScriptMarkdown
Technical Skills
AI IntegrationAI TaggingAI/MLAPI DesignAPI DevelopmentAPI DocumentationAPI IntegrationAPI TestingAWSAWS AmplifyAmplifyAuthenticationBERTBackend DevelopmentBuild Automation
Repositories Contributed To
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