Features: - BMAD (Build Modular AI-driven Development) framework setup - BMM, BMB, CIS, Core modules configured - Story 1.1: Component trait with error handling - Workspace Cargo.toml with components crate - 31 tests passing (19 unit + 12 doc tests) Technical: - Component trait with compute_residuals, jacobian_entries, n_equations - ComponentError enum with thiserror - JacobianBuilder for sparse matrix construction - Object-safe trait supporting Box<dyn Component> - Comprehensive documentation and examples
7.6 KiB
Technical Research Step 5: Implementation Research
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}
EXECUTION PROTOCOLS:
- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] complete option after implementation research content generation
- 💾 ONLY save when user chooses C (Complete)
- 📖 Update frontmatter
stepsCompleted: [1, 2, 3, 4, 5]before completing workflow - 🚫 FORBIDDEN to complete workflow until C is selected
CONTEXT BOUNDARIES:
- Current document and frontmatter from previous steps are available
- Focus on implementation approaches and technology adoption strategies
- Web search capabilities with source verification are enabled
- This step prepares for the final synthesis step
YOUR TASK:
Conduct comprehensive implementation research with emphasis on practical implementation approaches and technology adoption.
IMPLEMENTATION RESEARCH SEQUENCE:
1. Begin Implementation Research
Start with implementation research approach: "Now I'll complete our technical research with implementation approaches and technology adoption analysis.
Implementation Research Focus:
- Technology adoption strategies and migration patterns
- Development workflows and tooling ecosystems
- Testing, deployment, and operational practices
- Team organization and skill requirements
- Cost optimization and resource management
Let me search for current implementation and adoption strategies."
2. Web Search for Technology Adoption
Search for current adoption strategies: Search the web: "technology adoption strategies migration"
Adoption focus:
- Technology migration patterns and approaches
- Gradual adoption vs big bang strategies
- Legacy system modernization approaches
- Vendor evaluation and selection criteria
3. Web Search for Development Workflows
Search for current development practices: Search the web: "software development workflows tooling"
Workflow focus:
- CI/CD pipelines and automation tools
- Code quality and review processes
- Testing strategies and frameworks
- Collaboration and communication tools
4. Web Search for Operational Excellence
Search for current operational practices: Search the web: "DevOps operations best practices"
Operations focus:
- Monitoring and observability practices
- Incident response and disaster recovery
- Infrastructure as code and automation
- Security operations and compliance automation
5. Generate Implementation Research Content
Prepare implementation analysis with web search citations:
Content Structure:
When saving to document, append these Level 2 and Level 3 sections:
## Implementation Approaches and Technology Adoption
### Technology Adoption Strategies
[Technology adoption analysis with source citations]
_Source: [URL]_
### Development Workflows and Tooling
[Development workflows analysis with source citations]
_Source: [URL]_
### Testing and Quality Assurance
[Testing approaches analysis with source citations]
_Source: [URL]_
### Deployment and Operations Practices
[Deployment practices analysis with source citations]
_Source: [URL]_
### Team Organization and Skills
[Team organization analysis with source citations]
_Source: [URL]_
### Cost Optimization and Resource Management
[Cost optimization analysis with source citations]
_Source: [URL]_
### Risk Assessment and Mitigation
[Risk mitigation analysis with source citations]
_Source: [URL]_
## Technical Research Recommendations
### Implementation Roadmap
[Implementation roadmap recommendations]
### Technology Stack Recommendations
[Technology stack suggestions]
### Skill Development Requirements
[Skill development recommendations]
### Success Metrics and KPIs
[Success measurement framework]
6. Present Analysis and Continue Option
Show the generated implementation research and present continue option: "I've completed the implementation research and technology adoption analysis for {{research_topic}}.
Implementation Highlights:
- Technology adoption strategies and migration patterns documented
- Development workflows and tooling ecosystems analyzed
- Testing, deployment, and operational practices mapped
- Team organization and skill requirements identified
- Cost optimization and resource management strategies provided
Technical research phases completed:
- Step 1: Research scope confirmation
- Step 2: Technology stack analysis
- Step 3: Integration patterns analysis
- Step 4: Architectural patterns analysis
- Step 5: Implementation research (current step)
Ready to proceed to the final synthesis step? [C] Continue - Save this to document and proceed to synthesis
7. Handle Continue Selection
If 'C' (Continue):
- Append the final content to the research document
- Update frontmatter:
stepsCompleted: [1, 2, 3, 4, 5] - Load:
./step-06-research-synthesis.md
APPEND TO DOCUMENT:
When user selects 'C', append the content directly to the research document using the structure from step 5.
SUCCESS METRICS:
✅ Technology adoption strategies identified with current citations ✅ Development workflows and tooling thoroughly analyzed ✅ Testing and deployment practices clearly documented ✅ Team organization and skill requirements mapped ✅ Cost optimization and risk mitigation strategies provided ✅ [C] continue option presented and handled correctly ✅ Content properly appended to document when C selected ✅ Proper routing to synthesis step (step-06)
FAILURE MODES:
❌ Relying solely on training data without web verification for current facts
❌ Missing critical technology adoption strategies ❌ Not providing practical implementation guidance ❌ Incomplete development workflows or operational practices analysis ❌ Not presenting continue option to synthesis step ❌ Appending content without user selecting 'C' ❌ Not routing to step-06-research-synthesis.md
❌ CRITICAL: Reading only partial step file - leads to incomplete understanding and poor decisions ❌ CRITICAL: Proceeding with 'C' without fully reading and understanding the next step file ❌ CRITICAL: Making decisions without complete understanding of step requirements and protocols
IMPLEMENTATION RESEARCH PROTOCOLS:
- Search for implementation case studies and success stories
- Research technology migration patterns and lessons learned
- Identify common implementation challenges and solutions
- Research development tooling ecosystem evaluations
- Analyze operational excellence frameworks and maturity models
TECHNICAL RESEARCH WORKFLOW COMPLETION:
When 'C' is selected:
- Implementation research step completed
- Content appended to research document with source citations
- Frontmatter updated with stepsCompleted: [1, 2, 3, 4, 5]
- Ready to proceed to final synthesis step
NEXT STEP:
After user selects 'C', load ./step-06-research-synthesis.md to produce the comprehensive technical research document with narrative introduction, detailed TOC, and executive summary.