Real ChatGPT answer · index seedGUAFQ5RgQNQcompleteB2B software · AI and automation toolsinformational
What profiling tools do developers use to find latency bottlenecks in custom AI agent architectures
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What profiling tools do developers use to find latency bottlenecks in custom AI agent architectures
1 real search · 1 real-search pass
AI agent observability profiling latency tracing tools OpenTelemetry LangSmith Langfuse Arize Phoenix Datadog Pyroscope documentationGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
AI agent observability profiling latency tracing tools OpenTelemetry LangSmith Langfuse Arize Phoenix Datadog Pyroscope documentation Google ↗
- Observability · docs.nvidia.com
- AI Agent Observability Tools: A 2026 Comparison Guide · band.ai
- LLM observability and tracing · masterdexter.io
- AI Agent Observability Tools: 12 Best for Tracing & Evals · ayautomate.com
- langfuse.com · langfuse.com
- phoenix.arize.com · phoenix.arize.com
- datadoghq.com · datadoghq.com
- OpenTelemetry documentation · opentelemetry.io
- Langfuse documentation · langfuse.com
- Phoenix documentation · docs.arize.com
- Grafana documentation · grafana.com