Ramjet beats nginx by up to 61% more agent turns for open-source domyn swarm
DoggoProfessor959 · reddit · 2026-10-24
The author highlights domyn edge, a Qwen-like fully open-source model that runs well on gaming GPUs and supports server-side inference, with training infra included and no restrictive licensing.
Swapping its default nginx gateway for Ramjet dramatically improves multi-agent concurrency (see benchmark image):
- 96 developers: agent turns/min up from 148 (nginx) to 226 (+53%), wait p90 down from 7.31s to 2.87s.
- 32 developers: 97 to 156 (+61%), wait p90 from 7.54s to 2.18s.
Benchmarks and a deployment docker compose are available on the helix.ml blog.
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