Guance Learn

Integration library

Connect telemetry safely with setup paths, required permissions, field mappings, validation, and rollback guidance.

Agent sessions connected to model calls and observability tools
Technical guide

Monitor Claude Code sessions, tool calls, and token usage in Guance

Connect Claude Code to Guance, inspect sessions and trace waterfalls, and understand the collection boundaries behind token usage and risk events.

Connected Agent tasks, model calls, and observability signals
Technical guide

Monitor Codex tasks, tool calls, and token usage in Guance

Connect Codex to Guance and use sessions, traces, and tool-call records to investigate slow tasks, token usage, failures, and flagged operations.

Agent sessions connected to model calls and observability tools
Technical guide

Investigate Qoder coding sessions with Guance Agent Monitoring

Connect Qoder to Guance to inspect model and tool activity, compare token usage, and investigate coding sessions with trace-level context.

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Technical guide

Prometheus remote_read: Configuration, Validation and Limits

Configure Prometheus Remote Read, verify real query results, diagnose missing series and timeouts, and distinguish it from sending metrics to Guance with Remote Write.

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Technical guide

Send DDTrace to Guance: Setup, Checks, and Rollback

Keep your existing DDTrace instrumentation, send one service to DataKit, check trace delivery and sampling, and retain a clear rollback path.

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Technical guide

Docker Integration

Collect Docker metrics and container events with Guance DataKit in minutes. One-click setup, 30+ key metrics, full documentation.

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Technical guide

Java Integration

Collect Java metrics and distributed traces with Guance DataKit in minutes. One-click setup, 40+ key metrics, full documentation.

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Technical guide

Kafka Integration

Collect Kafka metrics and consumer-lag data with Guance DataKit in minutes. One-click setup, 40+ key metrics, full documentation.

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Technical guide

MySQL Integration

Collect MySQL metrics and slow-query logs with Guance DataKit in minutes. One-click setup, 60+ key metrics, full documentation.

Prometheus Integration cover
Technical guide

Prometheus Integration

Collect Prometheus metrics and remote-write data with Guance DataKit in minutes. One-click setup, unlimited key metrics, full documentation.