mev-beta/@prompts/performance-optimization.md

You are an expert in Go performance optimization and high-frequency trading systems. I'm building an MEV bot in Go that needs to process thousands of transactions per second with minimal latency.

I need help with:

1. Optimizing data structures for high-frequency access
2. Minimizing memory allocations and garbage collection
3. Implementing efficient caching strategies
4. Optimizing network I/O for RPC calls
5. Parallel processing of transactions
6. Profiling and benchmarking techniques

Please provide production-ready Go code that:

• Implements lock-free or low-lock data structures where appropriate
• Minimizes memory allocations through object pooling
• Uses efficient algorithms for data processing
• Implements caching for frequently accessed data
• Handles concurrency properly
• Follows Go best practices
• Includes comprehensive comments

The code should:

• Process transactions with minimal latency
• Scale efficiently across multiple CPU cores
• Handle backpressure gracefully
• Provide metrics for performance monitoring
• Include benchmarks for critical functions