Tree-of-Thought: Scaling Decision Framework

Evaluate scaling approaches for this RAG system through multiple paths.

Current Load:
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Growth Projection:
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Budget Constraints:
{{budget_limits}}

Branch A - Vertical Scaling:
- Evaluate larger instance sizes
- Analyze memory/CPU scaling limits
- Calculate cost curve

Branch B - Horizontal Scaling:
- Evaluate sharding strategies
- Analyze coordination overhead
- Calculate infrastructure complexity

Branch C - Hybrid Approach:
- Evaluate read replicas with write primary
- Analyze consistency tradeoffs
- Calculate total cost of ownership

Branch D - Managed Service Migration:
- Evaluate serverless options
- Analyze vendor lock-in risks
- Calculate long-term cost trajectory

Synthesize optimal scaling strategy with timeline.