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How developers use ByteAsk on real C and C++ projects, in their own words.
How two Nodus engineers and 16 ByteAsk agents raised decode throughput 2.3x and training throughput 52% in 30 days
The first pull request moved the benchmark's solo reference from decode's own 33 SMs to all 132, which put co-located decode at 33% of solo instead of 61%. Across 2,140 hardware-gated experiments on the same H100s, Nodus merged 226 pull requests, and the projected fleet for these workloads fell from six 8-GPU nodes to four.
How Zith's creator rebuilt its compiler core with ByteAsk
Zith's creator rebuilt the core of the language's C++ compiler. ByteAsk did much of the hands-on work, so the developer could stay focused on design.