Google is a leader in The Forrester Wave™: Public Cloud Platforms, Q3 2026
cloud.google.com·4d ago
Cloud & Infrastructure
The New Stack·19h ago·5 min read
Your agent is only as good as your infrastructure
TL;DR
A well-designed agent can falter in production due to infrastructure limitations. The execution environment significantly impacts the agent's performance, affecting review times and reliability.
✦ Why It Matters
Evaluate and optimize your infrastructure to ensure consistent performance for your agents in production.
Key Takeaways
- Assess your infrastructure's ability to handle long-running workflows.
- Implement autoscaling to manage bursty demand effectively.
- Ensure consistent latency across all steps of agent workflows.
- Monitor GPU utilization to avoid unexpected costs.
How It Works
AI agents execute complex workflows by chaining multiple inference calls and tool interactions, requiring infrastructure that supports consistent performance across all steps.