We need recommendations for open-source APM tools that integrate seamlessly with Google Cloud Run without adding significant memory overhead.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need recommendations for open-source APM tools that integrate seamlessly with Google Cloud Run without adding significant memory overhead.
3 real searches · 1 real-search pass
open source APM tools Google Cloud Run OpenTelemetry OTLP lightweight memory overhead Cloud RunGoogle ↗
OBSERVED
Google Cloud Run OpenTelemetry instrumentation resource overhead sidecar collector memory Cloud Run docsGoogle ↗
OBSERVED
SigNoz Uptrace Jaeger Grafana Tempo OTLP deployment documentation Cloud RunGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
open source APM tools Google Cloud Run OpenTelemetry OTLP lightweight memory overhead Cloud Run Google ↗
Google Cloud Run OpenTelemetry instrumentation resource overhead sidecar collector memory Cloud Run docs Google ↗
SigNoz Uptrace Jaeger Grafana Tempo OTLP deployment documentation Cloud Run Google ↗
- Official website · grafana.com
- Documentation · grafana.com
- Official website · jaegertracing.io
- Documentation · jaegertracing.io
- Official website · signoz.io
- Documentation · signoz.io
- Official website · uptrace.dev
- Documentation · uptrace.dev
- Top Open Source APM Tools (2026) · coralogix.com
- Set up Tempo · grafana.com
- Open Source Distributed Tracing Tools for Microservices · uptrace.dev
- Set up for tracing · grafana.com
- Choose an instrumentation approach | Google Cloud Observability | Google Cloud Documentation · docs.cloud.google.com
- Choose an instrumentation approach | Google Cloud Observability | Google Cloud Documentation · docs.cloud.google.com
- Write OTLP metrics by using an OpenTelemetry Collector sidecar | Cloud Run | Google Cloud Documentation · docs.cloud.google.com
- Using distributed tracing | Cloud Run | Google Cloud Documentation · docs.cloud.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source APM tools Google Cloud Run OpenTelemetry OTLP lightweight memory overhead Cloud Run OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Google Cloud Run OpenTelemetry instrumentation resource overhead sidecar collector memory Cloud Run docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SigNoz Uptrace Jaeger Grafana Tempo OTLP deployment documentation Cloud Run OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |