- Create .gitignore to exclude specific project files and directories. - Add CONTRIBUTING.md with guidelines for contributing to the project. - Update README.md to reflect changes in usage section and contact information. - Introduce 08_concepts.md outlining cross-cutting concepts in the architecture. - Add 02_data_model.md detailing the data model and relationships. - Implement 03_security.md to describe security measures and practices. - Establish 08_ui_design.md for user interface design principles. - Document quality requirements in 10_quality_requirements.md. - Identify risks and technical debts in 11_technical_risks.md. - Create a glossary in 12_glossary.md for project-specific terms. - Include about-arc42.md to explain the arc42 documentation template. - Define price calculation variables and formula in price_calculation.md. - Introduce ADR template in adr.md for documenting architecture decisions.
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Risks and Technical Debts
Identified Risks
Data Integration Challenges
Warning
Integrating diverse data sources (geological, financial, operational) may lead to inconsistencies and data quality issues.
Implement robust ETL processes and data validation mechanisms to ensure data integrity.
Security Vulnerabilities
Warning
Potential security vulnerabilities could expose sensitive data to unauthorized access.
Conduct regular security audits, implement strong encryption, and enforce access controls.
Scalability Limitations
Note
The system may face performance degradation as data volume and user load increase.
Design the architecture for horizontal scaling and conduct regular performance testing.
Regulatory Compliance Risks
Note
Non-compliance with data privacy regulations (e.g., GDPR, CCPA) could result in legal penalties and reputational damage.
Stay updated with regulatory changes, implement compliance monitoring, and conduct regular audits.
Technical Debts
Documentation Gaps
Note
Incomplete documentation can lead to misunderstandings and increased onboarding time for new team members.
Establish a documentation review process and allocate time for updates in each development sprint.
Testing Coverage Gaps
Note
Insufficient automated tests may lead to undetected bugs and regressions.
Expand the test suite to cover critical components and implement continuous integration practices.
UI/UX Improvements
Tip
The user interface may not fully meet user expectations, affecting usability and satisfaction.
Gather user feedback and plan iterative UI/UX enhancements in future releases.
Performance Optimization
Tip
Performance bottlenecks may arise as the system scales, impacting user experience.
Conduct regular performance profiling and optimization efforts to ensure smooth operation under load.
Risk and Debt Management
Regularly review and update the risk and technical debt register during sprint retrospectives and planning sessions. Prioritize mitigation and resolution efforts based on impact and urgency, ensuring that the architecture remains robust and adaptable to evolving requirements.