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dminkovsky
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Added 'query' and 'mutation' as keywords in the grammar
bbakerman
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liqweed
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Copilot AI
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Detailed investigation of options to reduce the #1 allocation hotspot (10.21%, 7.9GB). Analyzed 6 optimization strategies: 1. Object Pooling (8-10% impact, high risk) - Not recommended 2. Reduce Object Size (2-3% impact, low risk) - Promising 3. Flyweight Pattern (3-5% impact, medium risk) - Recommended 4. Lazy Builder (1-2% impact, very low risk) - Quick win 5. Copy-on-Write (2-3% impact, high complexity) - Not recommended 6. Value Objects/Records (5-8% future impact) - Future consideration Recommended phased implementation: - Phase 1: Quick wins (1-2%) - Audit transform usage, add specialized methods - Phase 2: Structural (3-5%) - Flyweight pattern, consolidate rare fields - Phase 3: Advanced (5-8%) - Object pooling if needed Each option includes code examples, pros/cons, risk assessment, and validation approach. Conservative estimate: 3-5% throughput improvement. Co-authored-by: andimarek <[email protected]>
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