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LLMs drastically cut the cost of performance engineering, enabling custom optimizations like JIT compilers that were previously impractical. An agent-built regex engine, FRE, showed a 7% speedup on holdout queries and 2x-4x on simple ones. This shift makes formerly rare expertise accessible to any developer.
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