Scaling Multi-Agent Systems: Why Your Docker Container Keeps Crashing
This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.
If you are building autonomous AI agents, you eventually hit a scaling wall. While developing Saturn AI, I noticed that pushing past five or six simultaneous agents caused the entire X11 Docker container to choke, API requests to time out, and the system to crash. The issue was not the LLM API late…
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- 2026-09-02 14:22 · DEV Community — AI
Scaling Multi-Agent Systems: Why Your Docker Container Keeps Crashing