mev-beta/.gemini/commands/improve-latency.md

Improve Latency Performance

Improve latency performance for the following critical path: $ARGUMENTS

Latency Optimization Strategy:

1. Latency Analysis

• Measure current end-to-end latency
• Identify latency components (network, computation, I/O)
• Analyze latency distribution and outliers

2. Optimization Areas

Network Latency

• Connection pooling for RPC calls
• Request batching and pipelining
• Caching frequently accessed data
• Asynchronous processing patterns

Computational Latency

• Algorithmic complexity reduction
• Lookup table implementation
• Parallel processing opportunities
• Precision vs. performance trade-offs

I/O Latency

• Buffering and streaming optimizations
• Disk I/O patterns
• Database query optimization
• File system caching

3. MEV Bot Specific Optimizations

Critical Path Components

• Transaction detection and parsing (< 10 microseconds target)
• Market analysis and arbitrage calculation
• Opportunity evaluation and ranking
• Execution decision making

Implementation Guidelines:

• Measure latency at each component
• Focus on 95th and 99th percentile improvements
• Ensure deterministic performance characteristics
• Maintain accuracy while improving speed

Deliverables:

• Latency benchmark results (before/after)
• Latency distribution analysis
• Optimization documentation
• Monitoring and alerting for latency regressions
• Performance vs. accuracy trade-off analysis