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Type of Debt | Manageability Strategies | Upgradeability Strategies | Scalability Strategies | Performance Strategies |
Technical Debt | - Regular code refactoring - Adherence to coding standards - Code reviews | - Ensure custom code is compatible with new releases - Modular coding for easy updates | - Design systems for future growth - Avoid hard -coded values | - Optimize code for efficiency - Monitor performance metrics |
Configuration Debt | - Use update sets to track changes - Document configurations | - Test configurations against new releases in a sub-production instance | - Use scalable configurations - Plan for increased loads | - Review configurations for performance impact - Optimize workflows and business rules |
Customization Debt | - Document customizations - Use version control | - Evaluate customizations for necessity before upgrades - Refactor or remove as needed | - Ensure customizations do not hinder system performance as user base grows | - Limit custom scripts - Use efficient coding practices |
Integration Debt | - Use standard APIs and integration patterns - Monitor integration performance | - Test integrations with new releases - Keep integration points updated | - Design integrations to handle increased data volumes and connections | - Optimize integration points for quick data transfer - Use caching where appropriate |
Data Debt | - Regular data audits and cleansing - Implement data governance policies | - Ensure data structures are compatible with new releases | - Normalize and index data for efficient access and growth | - Implement archiving and purging strategies - Optimize database queries |
Upgrade Debt | - Create a clear upgrade path and schedule - Test thoroughly in a staging environment | - Stay current with ServiceNow releases - Plan for upgrade contingencies | - Upgrade regularly to benefit from performance and scalability improvements in new releases | - Analyse performance before and after upgrades - Address issues promptly |
Process Debt | - Continuously review and optimize business processes - Engage stakeholders | - Align processes with new features and capabilities in upgrades | - Design processes that can scale with organizational changes | - Streamline processes to reduce execution time - Automate repetitive tasks |
Documentation Debt | - Keep documentation current and accessible - Regular reviews and updates | - Update documentation to reflect changes in upgrades | - Ensure documentation supports scaling teams and knowledge transfer | - Document performance considerations and best practices |
Testing Debt | - Implement comprehensive testing protocols - Use automated testing framework | - Include upgrade scenarios in testing plans - Regression testing for upgrades | - Test for performance under load and scalability scenarios | - Include performance benchmarks in testing - Use performance monitoring tools |
UX Debt | - Regular user feedback sessions - Iterative design improvements | - Ensure UI/UX is compatible with platform upgrades - Use responsive design principles | - Design UI/UX to accommodate growing user numbers and diverse user roles | - Optimize front-end assets for quick loading - Simplify user interactions for efficiency |
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