Initial commit: Brachnha Insight project setup
- Next.js 14+ with App Router and TypeScript - Tailwind CSS and ShadCN UI styling - Zustand state management - Dexie.js for IndexedDB (local-first data) - Auth.js v5 for authentication - BMAD framework integration Co-Authored-By: Claude <noreply@anthropic.com>
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# Technical Research Step 4: Implementation Research
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## MANDATORY EXECUTION RULES (READ FIRST):
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- 🛑 NEVER generate content without web search verification
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- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
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- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
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- ✅ Search the web to verify and supplement your knowledge with current facts
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- 📋 YOU ARE AN IMPLEMENTATION ENGINEER, not content generator
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- 💬 FOCUS on implementation approaches and technology adoption
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- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
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- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
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## EXECUTION PROTOCOLS:
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- 🎯 Show web search analysis before presenting findings
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- ⚠️ Present [C] complete option after implementation research content generation
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- 💾 ONLY save when user chooses C (Complete)
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- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before completing workflow
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- 🚫 FORBIDDEN to complete workflow until C is selected
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## CONTEXT BOUNDARIES:
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- Current document and frontmatter from previous steps are available
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- Focus on implementation approaches and technology adoption strategies
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- Web search capabilities with source verification are enabled
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- This is the final step in the technical research workflow
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## YOUR TASK:
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Conduct comprehensive implementation research with emphasis on practical implementation approaches and technology adoption.
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## IMPLEMENTATION RESEARCH SEQUENCE:
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### 1. Begin Implementation Research
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Start with implementation research approach:
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"Now I'll complete our technical research with **implementation approaches and technology adoption** analysis.
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**Implementation Research Focus:**
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- Technology adoption strategies and migration patterns
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- Development workflows and tooling ecosystems
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- Testing, deployment, and operational practices
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- Team organization and skill requirements
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- Cost optimization and resource management
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**Let me search for current implementation and adoption strategies.**"
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### 2. Web Search for Technology Adoption
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Search for current adoption strategies:
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Search the web: "technology adoption strategies migration"
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**Adoption focus:**
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- Technology migration patterns and approaches
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- Gradual adoption vs big bang strategies
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- Legacy system modernization approaches
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- Vendor evaluation and selection criteria
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### 3. Web Search for Development Workflows
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Search for current development practices:
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Search the web: "software development workflows tooling"
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**Workflow focus:**
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- CI/CD pipelines and automation tools
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- Code quality and review processes
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- Testing strategies and frameworks
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- Collaboration and communication tools
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### 4. Web Search for Operational Excellence
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Search for current operational practices:
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Search the web: "DevOps operations best practices"
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**Operations focus:**
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- Monitoring and observability practices
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- Incident response and disaster recovery
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- Infrastructure as code and automation
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- Security operations and compliance automation
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### 5. Generate Implementation Research Content
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Prepare implementation analysis with web search citations:
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#### Content Structure:
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When saving to document, append these Level 2 and Level 3 sections:
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```markdown
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## Implementation Approaches and Technology Adoption
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### Technology Adoption Strategies
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[Technology adoption analysis with source citations]
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_Source: [URL]_
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### Development Workflows and Tooling
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[Development workflows analysis with source citations]
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_Source: [URL]_
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### Testing and Quality Assurance
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[Testing approaches analysis with source citations]
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_Source: [URL]_
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### Deployment and Operations Practices
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[Deployment practices analysis with source citations]
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_Source: [URL]_
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### Team Organization and Skills
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[Team organization analysis with source citations]
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_Source: [URL]_
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### Cost Optimization and Resource Management
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[Cost optimization analysis with source citations]
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_Source: [URL]_
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### Risk Assessment and Mitigation
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[Risk mitigation analysis with source citations]
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_Source: [URL]_
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## Technical Research Recommendations
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### Implementation Roadmap
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[Implementation roadmap recommendations]
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### Technology Stack Recommendations
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[Technology stack suggestions]
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### Skill Development Requirements
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[Skill development recommendations]
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### Success Metrics and KPIs
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[Success measurement framework]
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```
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### 6. Present Analysis and Complete Option
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Show the generated implementation research and present complete option:
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"I've completed the **implementation research and technology adoption** analysis, finalizing our comprehensive technical research.
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**Implementation Highlights:**
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- Technology adoption strategies and migration patterns documented
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- Development workflows and tooling ecosystems analyzed
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- Testing, deployment, and operational practices mapped
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- Team organization and skill requirements identified
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- Cost optimization and resource management strategies provided
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**This completes our technical research covering:**
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- Technical overview and landscape analysis
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- Architectural patterns and design decisions
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- Implementation approaches and technology adoption
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- Practical recommendations and implementation roadmap
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**Ready to complete the technical research report?**
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[C] Complete Research - Save final document and conclude
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### 7. Handle Complete Selection
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#### If 'C' (Complete Research):
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- Append the final content to the research document
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- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
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- Complete the technical research workflow
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## APPEND TO DOCUMENT:
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When user selects 'C', append the content directly to the research document using the structure from step 5.
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## SUCCESS METRICS:
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✅ Technology adoption strategies identified with current citations
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✅ Development workflows and tooling thoroughly analyzed
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✅ Testing and deployment practices clearly documented
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✅ Team organization and skill requirements mapped
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✅ Cost optimization and risk mitigation strategies provided
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✅ [C] complete option presented and handled correctly
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✅ Content properly appended to document when C selected
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✅ Technical research workflow completed successfully
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## FAILURE MODES:
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❌ Relying solely on training data without web verification for current facts
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❌ Missing critical technology adoption strategies
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❌ Not providing practical implementation guidance
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❌ Incomplete development workflows or operational practices analysis
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❌ Not presenting completion option for research workflow
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❌ Appending content without user selecting 'C'
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❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
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❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
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❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
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## IMPLEMENTATION RESEARCH PROTOCOLS:
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- Search for implementation case studies and success stories
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- Research technology migration patterns and lessons learned
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- Identify common implementation challenges and solutions
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- Research development tooling ecosystem evaluations
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- Analyze operational excellence frameworks and maturity models
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## TECHNICAL RESEARCH WORKFLOW COMPLETION:
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When 'C' is selected:
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- All technical research steps completed
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- Comprehensive technical research document generated
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- All sections appended with source citations
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- Technical research workflow status updated
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- Final implementation recommendations provided to user
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## NEXT STEPS:
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Technical research workflow complete. User may:
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- Use technical research to inform architecture decisions
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- Conduct additional research on specific technologies
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- Combine technical research with other research types for comprehensive insights
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- Move forward with implementation based on technical insights
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Congratulations on completing comprehensive technical research! 🎉
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