Software Factory Ran Autonomously for 15h, 2x Speed Up on TPC-H, ASAN-verified, Cost $160

How an AI agent autonomously optimized a C++ codebase over 15 hours, achieving a 2x performance improvement on TPC-H benchmarks with an 8:1 test-to-code ratio.