LLM Soak Testing

Why it matters

Soak tests catch leaks that short tests miss. Critical for long-running LLM servers.

The architecture

Steady load for 24-72 hours.

Monitor memory, latency drift.

Look for degradation.

How it works end to end

24-72 hour runs.

Monitor drift.

Reveal leaks.