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Architectural Synthesis with Source Traceability

Beyond Simple Merging: Architectural Synthesis

AI performs deep architectural analysis of multiple plans, resolves conflicts using SOLID principles, and synthesizes emergent solutions. Every decision includes source attribution [src:P1 step 2] for complete traceability.

Genuine Architectural Analysis

Not just concatenation. AI deeply analyzes each plan's architecture, identifying unique insights and approaches.

SOLID Principle Resolution

Conflicts resolved using software engineering best practices. Creates architecturally sound solutions.

Source Traceability [src:P1]

Every merged element includes inline attribution markers showing exactly which source plan it came from.

The Architectural Synthesis Process

Multi-Model Plan Generation

Generate diverse implementation approaches using different models and configurations.

  • Each plan stored with complete metadata
  • Relevant files automatically extracted
  • Project structure context included
  • Temperature variations for diversity

Intelligent Instruction Processing

Your instructions directly control the synthesis. AI understands complex architectural guidance.

  • Prioritization: "Focus on security from Plan 2"
  • Structure: "Organize chronologically"
  • Approach: "Use Plan 1's database strategy"
  • Scope: "Exclude testing, focus on core"

Deep Architectural Analysis

AI performs comprehensive analysis before synthesis, not simple concatenation.

  • Identifies unique insights from each plan
  • Resolves conflicts using SOLID principles
  • Preserves valuable architectural decisions
  • Creates emergent solutions beyond sources

Synthesis with Full Traceability

Creates comprehensive solution with complete source attribution for every decision.

  • Inline markers: [src:P1 step 2, P3 step 5]
  • External example integration support
  • Quality validation checkpoints
  • Architectural coherence maintained

Actual System Capabilities

What the AI Actually Does

  • Studies all source plans to identify unique insights
  • Resolves architectural conflicts using SOLID principles
  • Creates emergent solutions beyond simple combination
  • Adds inline source markers for every decision
  • Validates architectural coherence throughout
  • Handles external example integration
  • Maintains relevance to original task

How Instructions Control Synthesis

  • Prioritization:"Focus on Plan 2's security"
  • Structure:"Organize by component"
  • Approach:"Use Plan 1's database strategy"
  • Quality:"Include comprehensive testing"
  • Scope:"Exclude deployment steps"
  • Integration:"Use example from docs"
  • Resolution:"Prefer microservices over monolith"
# Example merged output with source traceability:
Step 1: Set up database schema [src:P1 step 3]
Step 2: Implement authentication [src:P2 step 1, P3 step 2]
Step 3: Create API endpoints [src:P3 step 4 - cleaner approach]
Step 4: Add error handling [src:EMERGENT - combining P1, P2 patterns]
Step 5: Implement caching [src:P1 step 7, optimized with P2 insights]

Technical Implementation Details

Backend Processing

ImplementationPlanMergeProcessor orchestrates the entire synthesis.

  • • Fetches raw XML from source plans
  • • Extracts relevant file contexts
  • • Generates project structure tree
  • • Builds comprehensive LLM prompt
  • • Streams response with real-time updates

AI System Prompt

Sophisticated prompt enforces quality and traceability.

  • • Expert software architect persona
  • • SOLID principle conflict resolution
  • • Mandatory source attribution
  • • Emergent solution creation
  • • Quality validation gates

Frontend Components

Rich UI for plan selection and instruction input.

  • • MergePlansSection with collapsible UI
  • • FloatingMergeInstructions (draggable)
  • • Real-time text enhancement support
  • • Debounced state management
  • • Session persistence for instructions

Metadata & Storage

Complete audit trail and debugging capability.

  • • Source job IDs preserved
  • • Full prompt stored for debugging
  • • Merge instructions tracked
  • • File operations extracted
  • • Priority 2 job scheduling

The Real Value: Beyond Simple Merging

Architectural Synthesis

Not concatenation. AI performs deep architectural analysis and creates emergent solutions that go beyond any single source plan.

Complete Traceability

Every decision includes [src:P1 step 2] markers. Know exactly where each architectural choice originated.

SOLID Engineering Practices

Conflicts resolved using software engineering principles, not arbitrary choices. Architecturally sound results.

Experience True Architectural Synthesis

Beyond merging - intelligent architectural analysis with SOLID principles. This is how plan synthesis should work - intelligent, traceable, emergent.