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AI Agent Orchestration Framework for Salesforce Development - Two-phase architecture with 70% context reduction

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# Salesforce DevOps Maturity Checklist ## Overview This checklist evaluates and guides the maturity of Salesforce DevOps practices across different capability levels. ## Level 1: Initial (Ad-hoc) ### Source Control - [ ] Some code in version control - [ ] Basic repository structure - [ ] Manual code commits - [ ] Limited branching strategy - [ ] No consistent naming conventions - [ ] Minimal commit messages - [ ] No code review process - [ ] Limited team adoption - [ ] No automated backups - [ ] Basic .gitignore file ### Development Process - [ ] Manual development setup - [ ] Inconsistent environments - [ ] No coding standards - [ ] Limited documentation - [ ] Ad-hoc testing - [ ] Manual deployments - [ ] No defined workflow - [ ] Reactive bug fixing - [ ] Limited collaboration - [ ] No automation ### Deployment Process - [ ] Manual change sets - [ ] No deployment scripts - [ ] Limited testing before deployment - [ ] No rollback procedures - [ ] Deployment errors common - [ ] No deployment documentation - [ ] Production fixes without testing - [ ] No deployment schedule - [ ] Limited communication - [ ] High deployment risk ## Level 2: Managed (Repeatable) ### Source Control - [ ] All code in version control - [ ] Defined repository structure - [ ] Regular commits - [ ] Basic branching strategy (dev/main) - [ ] Naming conventions documented - [ ] Meaningful commit messages - [ ] Informal code reviews - [ ] Team trained on Git - [ ] Regular backups - [ ] Metadata in source format ### Development Process - [ ] Documented setup process - [ ] Sandbox strategy defined - [ ] Basic coding standards - [ ] Essential documentation - [ ] Manual testing procedures - [ ] Scheduled deployments - [ ] Basic workflow defined - [ ] Issue tracking implemented - [ ] Team collaboration tools - [ ] Some automation scripts ### CI/CD Foundation - [ ] Basic CI server setup - [ ] Automated retrieval/deployment - [ ] Manual trigger for builds - [ ] Basic validation on commit - [ ] Deployment notifications - [ ] Simple deployment scripts - [ ] Environment-specific configs - [ ] Basic error handling - [ ] Deployment logs maintained - [ ] Rollback procedures documented ### Testing Practices - [ ] Unit test requirements defined - [ ] Manual test execution - [ ] Test data management basics - [ ] Code coverage tracking - [ ] Basic test documentation - [ ] Bug tracking system - [ ] Regression test suite started - [ ] UAT process defined - [ ] Test environments available - [ ] Basic test automation ## Level 3: Defined (Consistent) ### Advanced Source Control - [ ] Comprehensive branching strategy - [ ] Feature branch workflow - [ ] Pull request process mandatory - [ ] Code review checklists - [ ] Automated code quality checks - [ ] Branch protection rules - [ ] Merge conflict procedures - [ ] Version tagging strategy - [ ] Release branch management - [ ] Documented Git workflow ### CI/CD Pipeline - [ ] Automated builds on commit - [ ] Multiple deployment pipelines - [ ] Automated testing in pipeline - [ ] Quality gates implemented - [ ] Deployment approvals workflow - [ ] Environment promotion process - [ ] Configuration management - [ ] Artifact management - [ ] Pipeline as code - [ ] Deployment metrics tracked ### Testing Automation - [ ] Automated unit tests - [ ] Integration test automation - [ ] UI test automation started - [ ] Test data factories - [ ] Continuous test execution - [ ] Test coverage requirements enforced - [ ] Performance testing basics - [ ] Security testing included - [ ] Test reporting automated - [ ] Defect prevention focus ### Development Standards - [ ] Comprehensive coding standards - [ ] Automated code analysis - [ ] Design patterns documented - [ ] Code reusability emphasized - [ ] Technical debt tracking - [ ] Refactoring practices - [ ] Documentation standards - [ ] Peer programming practices - [ ] Knowledge sharing sessions - [ ] Best practices library ## Level 4: Quantified (Measured) ### Advanced CI/CD - [ ] Fully automated deployments - [ ] Blue-green deployments - [ ] Canary releases implemented - [ ] Feature flags utilized - [ ] Zero-downtime deployments - [ ] Automated rollback triggers - [ ] Multi-org deployment orchestration - [ ] Cross-cloud deployments - [ ] Infrastructure as code - [ ] Self-service deployments ### Quality Metrics - [ ] Code quality metrics tracked - [ ] Deployment frequency measured - [ ] Lead time metrics - [ ] MTTR tracked and improving - [ ] Change failure rate monitored - [ ] Test automation coverage >80% - [ ] Performance benchmarks established - [ ] Security vulnerability tracking - [ ] Technical debt metrics - [ ] Quality dashboards active ### Advanced Testing - [ ] Comprehensive test automation - [ ] API testing automated - [ ] End-to-end test automation - [ ] Performance testing automated - [ ] Security testing automated - [ ] Chaos engineering practiced - [ ] Test environment automation - [ ] Synthetic monitoring - [ ] A/B testing framework - [ ] Test optimization algorithms ### DevOps Culture - [ ] DevOps team established - [ ] Shared responsibility model - [ ] Blameless postmortems - [ ] Continuous learning culture - [ ] Innovation time allocated - [ ] Cross-functional teams - [ ] DevOps metrics reviewed regularly - [ ] Automation first mindset - [ ] Continuous improvement process - [ ] Knowledge sharing automated ## Level 5: Optimized (Continuous Improvement) ### Intelligent Automation - [ ] AI/ML in deployment decisions - [ ] Predictive failure analysis - [ ] Auto-scaling implementations - [ ] Self-healing deployments - [ ] Intelligent rollback decisions - [ ] Automated performance optimization - [ ] Dynamic environment provisioning - [ ] Predictive capacity planning - [ ] Automated security responses - [ ] Intelligent test selection ### Continuous Everything - [ ] Continuous deployment achieved - [ ] Continuous monitoring active - [ ] Continuous security scanning - [ ] Continuous compliance checking - [ ] Continuous documentation - [ ] Continuous feedback loops - [ ] Continuous optimization - [ ] Continuous cost optimization - [ ] Continuous learning programs - [ ] Continuous innovation pipeline ### Advanced Practices - [ ] GitOps fully implemented - [ ] Everything as code - [ ] Immutable infrastructure - [ ] Service mesh implemented - [ ] Advanced observability - [ ] Distributed tracing - [ ] AIOps practices - [ ] Value stream optimization - [ ] Platform engineering team - [ ] Developer experience focus ## Governance and Compliance ### Process Governance - [ ] Change advisory board automated - [ ] Compliance as code - [ ] Audit trail automation - [ ] Policy enforcement automated - [ ] Risk assessment automated - [ ] Approval workflows optimized - [ ] Documentation automated - [ ] Compliance reporting automated - [ ] Security policies enforced - [ ] Governance metrics tracked ### Security Integration - [ ] Security left-shifted - [ ] SAST/DAST automated - [ ] Dependency scanning automated - [ ] Secret management automated - [ ] Security training mandatory - [ ] Threat modeling practiced - [ ] Incident response automated - [ ] Security metrics tracked - [ ] Compliance automated - [ ] Zero-trust architecture ## Tools and Technology ### Toolchain Maturity - [ ] Integrated toolchain - [ ] Single pane of glass monitoring - [ ] Automated tool provisioning - [ ] Tool performance monitored - [ ] Cost optimization automated - [ ] License management automated - [ ] Tool adoption tracked - [ ] Training programs established - [ ] Tool evaluation process - [ ] Innovation pipeline ### Platform Capabilities - [ ] Multi-cloud support - [ ] Hybrid deployments supported - [ ] Container orchestration - [ ] Microservices architecture - [ ] Event-driven automation - [ ] API-first approach - [ ] Platform APIs exposed - [ ] Self-service capabilities - [ ] Platform metrics tracked - [ ] Platform evolution planned ## Metrics and Measurement ### Key Metrics - [ ] Deployment frequency: multiple per day - [ ] Lead time: < 1 hour - [ ] MTTR: < 1 hour - [ ] Change failure rate: < 5% - [ ] Test automation: > 90% - [ ] Code coverage: > 95% - [ ] Security vulnerabilities: 0 critical - [ ] Technical debt ratio: < 5% - [ ] Developer satisfaction: > 4.5/5 - [ ] ROI documented and improving ### Continuous Improvement - [ ] Regular maturity assessments - [ ] Improvement roadmap maintained - [ ] Innovation projects funded - [ ] Industry trends monitored - [ ] Best practices adopted quickly - [ ] Lessons learned captured - [ ] Success stories shared - [ ] Community contributions - [ ] Thought leadership demonstrated - [ ] Future state vision defined