Production monitoring for AI applications using W&B Weave @WeightsBiases
Production monitoring for AI applications using W&B Weave  @WeightsBiases
Uploaded September 2025 | Updated September 2026, 2 weeks ago
Discover how to evaluate and monitor your AI applications in production using W&B Weave. In this video, we walk you through creating online evaluations, letting you catch failures instantly and maintain application quality over time. See how Weave’s simple interface lets technical and non-technical team members build and use monitors.


⏳Timestamps:
0:00 Monitoring is critical for productionizing AI
2:39 Monitors versus guardrails
4:05 Building Monitors in Weave
7:00 A support agent in action using online evaluations
7:27 Viewing online evaluations results in Weave
5:39 Our improved, friendlier support agent in action
9:25 Monitor trends over time using Weave Trace Plots
9:46 Conclusion: continue to track important metrics after deployment using Weave
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Production monitoring for AI applications using W&B Weave

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