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Add performance profiling tool #20

@patmakesapps

Description

@patmakesapps

Problem

Users cannot easily ask "Why is this function slow?" and get actionable profiling results. Most AI tools do not offer this.

Proposed Solution

  • Python cProfile or timeit integration
  • Show execution time breakdown
  • Suggest algorithmic improvements
  • Memory profiling for large data

Acceptance Criteria

  • Can profile a Python function and show timing breakdown
  • Identifies bottlenecks
  • Suggests optimizations
  • Memory profiling available

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