Trace slow requests from service latency to code and dependencies

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Guance APM helps engineering teams inspect service health, latency, throughput, errors, dependencies, and individual traces without losing the infrastructure and log context around each request.

———— Guance

CONNECTED EVIDENCE

See the context behind every signal

Guance APM helps engineering teams inspect service health, latency, throughput, errors, dependencies, and individual traces without losing the infrastructure and log context around each request.

01Service-level healthCompare throughput, error rate, latency, and dependency health across services and environments.
02Trace-level evidenceOpen a slow or failed request and inspect spans, resources, tags, logs, and upstream or downstream calls.
03Code and release contextConnect profiling, errors, deployments, and infrastructure changes to performance regressions.
04Service-level healthCompare throughput, error rate, latency, and dependency health across services and environments.

INVESTIGATION WORKFLOW

Move from symptom to verified action

Guance APM helps engineering teams inspect service health, latency, throughput, errors, dependencies, and individual traces without losing the infrastructure and log context around each request.

EvidenceIdentify latency, error, and throughput changes at the service or endpoint level.

ConclusionCompare throughput, error rate, latency, and dependency health across services and environments.

Data path

Detect → Trace → Verify

Best for

Connect service maps, distributed traces, errors, logs, profiles, infrastructure, and releases to explain why an application is slow or failing.

Requirements

Guance APM helps engineering teams inspect service health, latency, throughput, errors, dependencies, and individual traces without losing the infrastructure and log context around each request.

View setup guide

Trace-level evidence

Open a slow or failed request and inspect spans, resources, tags, logs, and upstream or downstream calls.

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Trace

Follow the affected request through services and dependencies.

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Verify

Confirm the root cause with logs, profiles, resources, and release context.

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Frequently asked questions

Which tracing standards can Guance ingest?

Guance supports OpenTelemetry and other common tracing integrations through DataKit and compatible collectors.

Can APM data be connected to logs and infrastructure?

Yes. Consistent service, environment, host, container, and trace attributes let teams move between APM, logs, profiles, and infrastructure views.

Does Guance support microservices and Kubernetes applications?

Yes. Traces can be analysed together with service topology, pod and node context, container metrics, and Kubernetes events.

What data can Guance bring into one observability platform?

Guance correlates metrics, logs, traces, profiles, RUM sessions, synthetic tests, cloud resources, security events, alerts, and selected business data in a shared workspace.

Does Guance work with OpenTelemetry?

Yes. OpenTelemetry handles instrumentation and telemetry collection, while Guance provides the backend used to store, query, visualize, correlate, and alert on that telemetry.

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