One fixed, fully sanitized ~240k-token agentic conversation that makes DeepSeek-V4-Flash-0731 collapse into repeating a short action-announcement ("Run.") instead of emitting a tool call. Reproduced 2026-08-14 on three serving stacks that share no code or hardware:
| Serving stack | Trials | Strict loops | Notes |
|---|---|---|---|
| Ollama cloud, deepseek-v4-flash:0731-cloud | 6 | 6/6 | 61-97x "Run.", all rolls hit the 2,048-token cap |