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

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

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

Connect Qoder to Guance to inspect model and tool activity, compare token usage, and investigate coding sessions with trace-level context.
Configure Prometheus Remote Read, verify real query results, diagnose missing series and timeouts, and distinguish it from sending metrics to Guance with Remote Write.
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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