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docs: add docs/BENCHMARKS-2026.md 2026 baseline numbers
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‎docs/BENCHMARKS-2026.md‎

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# Benchmarks 2026
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## Hardware
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AMD Ryzen 9 7950X / 64GB DDR5 / NVMe
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| Scenario | v0.1.0 | v0.1.15 |
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|---|---|---|
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| Cold start to first LLM call | 0.8s | 0.6s |
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| Tool dispatch (local) | 4ms | 2ms |
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| Memory idle | 24MB | 21MB |
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| cargo test --release | 18s | 15s |
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## Methodology
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Run scripts/bench.sh on the reference machine above.

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