How to evaluate and observe AI agent performance before shipping to production

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Vivgrid is an AI agent infrastructure platform that helps developers and startups build, observe, evaluate, and deploy AI agents with safety guardrails and global low-latency inference. Support for GPT-5, Gemini 2.5 Pro, and DeepSeek-V3. Start free with $200 monthly credits. Ship production-ready AI agents confidently

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What to expect from an ideal product

1. Run systematic tests on your AI agents using Vivgrid's evaluation framework to catch problems before users see them
2. Monitor agent behavior in real-time with built-in observation tools that track response quality and decision patterns
3. Set up safety guardrails that automatically flag risky outputs and prevent agents from making harmful decisions
4. Test agents across different models like GPT-5, Gemini 2.5 Pro, and DeepSeek-V3 to find the best performance for your use case
5. Use the $200 monthly credits to thoroughly validate agent performance in staging environments that mirror production conditions

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