Agentic AI - Production Agent Architecture
You want to scale 100 agents horizontally but notice CPU usage spikes and slows down. What is the best approach to handle this?
You want to scale 100 agents horizontally but notice CPU usage spikes and slows down. What is the best approach to handle this?
hard📝 Application Q8 of 15
Step-by-Step Solution
Solution:
Step 1: Understand CPU limits
Running too many agents at once overloads CPU causing slowdowns.Step 2: Use a pool to limit concurrency
Limiting concurrent agents to CPU cores balances load and performance.Final Answer:
Limit the number of concurrent agents to CPU core count using a pool. -> Option AQuick Check:
Match concurrency to CPU cores for efficiency [OK]
Quick Trick: Use a pool to limit agents to CPU cores [OK]
Common Mistakes:
- Adding more agents worsens CPU overload
- Running sequentially loses parallel benefits
- Ignoring CPU usage leads to crashes
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