Aleksei Bukhalov — Writing https://bukhalov.com/writing/ Articles and other writing by Aleksei Bukhalov. en-us Fri, 28 Aug 2026 00:00:00 GMT How Local LLM Throughput Scales with Multiple Agents https://bukhalov.com/writing/local-llm-throughput/ https://bukhalov.com/writing/local-llm-throughput/ Fri, 28 Aug 2026 00:00:00 GMT Adding agents does not simply divide a local LLM’s solo token rate between them. Total output can rise even while each agent slows down.