Running 40+ AI Agents Locally: Bottlenecks Are I/O and Compute, Not Design

A developer who ran over 40 AI agents locally found the real bottlenecks are I/O, compute management and heat, not agent design, showing that scaling local multi-agent setups is increasingly a systems engineering challenge.

2026-10-15 ~ 2026-10-15 · 2 related posts

• Running 40+ Local Agents Turns Your Machine Into a Heater: Bottleneck Is I/O, Not Agent Design — rachittshah · 2026-10-15
• Running 40+ agents locally turns into an I/O and compute management problem — rachittshah · 2026-10-15