Monitoring

Claude Code supports OpenTelemetry (OTel) metrics and events for monitoring and observability.

All metrics are time series data exported via OpenTelemetry’s standard metrics protocol, and events are exported via OpenTelemetry’s logs/events protocol. It is the user’s responsibility to ensure their metrics and logs backends are properly configured and that the aggregation granularity meets their monitoring requirements.

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Quick Start

Configure OpenTelemetry using environment variables:

# 1. Enable telemetry
export CLAUDE_CODE_ENABLE_TELEMETRY=1

# 2. Choose exporters (both are optional - configure only what you need)
export OTEL_METRICS_EXPORTER=otlp       # Options: otlp, prometheus, console
export OTEL_LOGS_EXPORTER=otlp          # Options: otlp, console

# 3. Configure OTLP endpoint (for OTLP exporter)
export OTEL_EXPORTER_OTLP_PROTOCOL=grpc
export OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317

# 4. Set authentication (if required)
export OTEL_EXPORTER_OTLP_HEADERS="Authorization=Bearer your-token"

# 5. For debugging: reduce export intervals
export OTEL_METRIC_EXPORT_INTERVAL=10000  # 10 seconds (default: 60000ms)
export OTEL_LOGS_EXPORT_INTERVAL=5000     # 5 seconds (default: 5000ms)

# 6. Run Claude Code
claude

For full configuration options, see the OpenTelemetry specification.

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Administrator Configuration

Administrators can configure OpenTelemetry settings for all users through the managed settings file. This allows for centralized control of telemetry settings across an organization. See the settings precedence for more information about how settings are applied.

The managed settings file is located at:

• macOS: /Library/Application Support/ClaudeCode/managed-settings.json
• Linux: /etc/claude-code/managed-settings.json

Example managed settings configuration:

{
  "env": {
    "CLAUDE_CODE_ENABLE_TELEMETRY": "1",
    "OTEL_METRICS_EXPORTER": "otlp",
    "OTEL_LOGS_EXPORTER": "otlp",
    "OTEL_EXPORTER_OTLP_PROTOCOL": "grpc",
    "OTEL_EXPORTER_OTLP_ENDPOINT": "http://collector.company.com:4317",
    "OTEL_EXPORTER_OTLP_HEADERS": "Authorization=Bearer company-token"
  }
}

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Configuration Details

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Common Configuration Variables

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Metrics Cardinality Control

The following environment variables control which attributes are included in metrics to manage cardinality:

These variables help control the cardinality of metrics, which affects storage requirements and query performance in your metrics backend. Lower cardinality generally means better performance and lower storage costs but less granular data for analysis.

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Multi-Team Organization Support

Organizations with multiple teams or departments can add custom attributes to distinguish between different groups using the OTEL_RESOURCE_ATTRIBUTES environment variable:

# Add custom attributes for team identification
export OTEL_RESOURCE_ATTRIBUTES="department=engineering,team.id=platform,cost_center=eng-123"

These custom attributes will be included in all metrics and events, allowing you to:

• Filter metrics by team or department
• Track costs per cost center
• Create team-specific dashboards
• Set up alerts for specific teams

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Example Configurations

# Console debugging (1-second intervals)
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_METRICS_EXPORTER=console
export OTEL_METRIC_EXPORT_INTERVAL=1000

# OTLP/gRPC
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_METRICS_EXPORTER=otlp
export OTEL_EXPORTER_OTLP_PROTOCOL=grpc
export OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317

# Prometheus
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_METRICS_EXPORTER=prometheus

# Multiple exporters
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_METRICS_EXPORTER=console,otlp
export OTEL_EXPORTER_OTLP_PROTOCOL=http/json

# Different endpoints/backends for metrics and logs
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_METRICS_EXPORTER=otlp
export OTEL_LOGS_EXPORTER=otlp
export OTEL_EXPORTER_OTLP_METRICS_PROTOCOL=http/protobuf
export OTEL_EXPORTER_OTLP_METRICS_ENDPOINT=http://metrics.company.com:4318
export OTEL_EXPORTER_OTLP_LOGS_PROTOCOL=grpc
export OTEL_EXPORTER_OTLP_LOGS_ENDPOINT=http://logs.company.com:4317

# Metrics only (no events/logs)
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_METRICS_EXPORTER=otlp
export OTEL_EXPORTER_OTLP_PROTOCOL=grpc
export OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317

# Events/logs only (no metrics)
export CLAUDE_CODE_ENABLE_TELEMETRY=1
export OTEL_LOGS_EXPORTER=otlp
export OTEL_EXPORTER_OTLP_PROTOCOL=grpc
export OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317

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Available Metrics and Events

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Standard Attributes

All metrics and events share these standard attributes:

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Metrics

Claude Code exports the following metrics:

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Metric Details

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Session Counter

Incremented at the start of each session.

Attributes:

• All standard attributes

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Lines of Code Counter

Incremented when code is added or removed.

Attributes:

• All standard attributes
• type: ("added", "removed")

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Pull Request Counter

Incremented when creating pull requests via Claude Code.

Attributes:

• All standard attributes

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Commit Counter

Incremented when creating git commits via Claude Code.

Attributes:

• All standard attributes

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Cost Counter

Incremented after each API request.

Attributes:

• All standard attributes
• model: Model identifier (e.g., “claude-3-5-sonnet-20241022”)

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Token Counter

Incremented after each API request.

Attributes:

• All standard attributes
• type: ("input", "output", "cacheRead", "cacheCreation")
• model: Model identifier (e.g., “claude-3-5-sonnet-20241022”)

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Code Edit Tool Decision Counter

Incremented when user accepts or rejects Edit, MultiEdit, Write, or NotebookEdit tool usage.

Attributes:

• All standard attributes
• tool: Tool name ("Edit", "MultiEdit", "Write", "NotebookEdit")
• decision: User decision ("accept", "reject")
• language: Programming language of the edited file (e.g., "TypeScript", "Python", "JavaScript", "Markdown"). Returns "unknown" for unrecognized file extensions.

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Events

Claude Code exports the following events via OpenTelemetry logs/events (when OTEL_LOGS_EXPORTER is configured):

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User Prompt Event

Logged when a user submits a prompt.

Event Name: claude_code.user_prompt

Attributes:

• All standard attributes
• event.name: "user_prompt"
• event.timestamp: ISO 8601 timestamp
• prompt_length: Length of the prompt
• prompt: Prompt content (redacted by default, enable with OTEL_LOG_USER_PROMPTS=1)

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Tool Result Event

Logged when a tool completes execution.

Event Name: claude_code.tool_result

Attributes:

• All standard attributes
• event.name: "tool_result"
• event.timestamp: ISO 8601 timestamp
• name: Name of the tool
• success: "true" or "false"
• duration_ms: Execution time in milliseconds
• error: Error message (if failed)

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API Request Event

Logged for each API request to Claude.

Event Name: claude_code.api_request

Attributes:

• All standard attributes
• event.name: "api_request"
• event.timestamp: ISO 8601 timestamp
• model: Model used (e.g., “claude-3-5-sonnet-20241022”)
• cost_usd: Estimated cost in USD
• duration_ms: Request duration in milliseconds
• input_tokens: Number of input tokens
• output_tokens: Number of output tokens
• cache_read_tokens: Number of tokens read from cache
• cache_creation_tokens: Number of tokens used for cache creation

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API Error Event

Logged when an API request to Claude fails.

Event Name: claude_code.api_error

Attributes:

• All standard attributes
• event.name: "api_error"
• event.timestamp: ISO 8601 timestamp
• model: Model used (e.g., “claude-3-5-sonnet-20241022”)
• error: Error message
• status_code: HTTP status code (if applicable)
• duration_ms: Request duration in milliseconds
• attempt: Attempt number (for retried requests)

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Tool Decision Event

Logged when a tool permission decision is made (accept/reject).

Event Name: claude_code.tool_decision

Attributes:

• All standard attributes
• event.name: "tool_decision"
• event.timestamp: ISO 8601 timestamp
• tool_name: Name of the tool (e.g., “Read”, “Edit”, “MultiEdit”, “Write”, “NotebookEdit”, etc.)
• decision: Either "accept" or "reject"
• source: Decision source - "config", "user_permanent", "user_temporary", "user_abort", or "user_reject"

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Interpreting Metrics and Events Data

The metrics exported by Claude Code provide valuable insights into usage patterns and productivity. Here are some common visualizations and analyses you can create:

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Usage Monitoring

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Cost Monitoring

The claude_code.cost.usage metric helps with:

• Tracking usage trends across teams or individuals
• Identifying high-usage sessions for optimization

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Alerting and Segmentation

Common alerts to consider:

• Cost spikes
• Unusual token consumption
• High session volume from specific users

All metrics can be segmented by user.account_uuid, organization.id, session.id, model, and app.version.

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Event Analysis

The event data provides detailed insights into Claude Code interactions:

Tool Usage Patterns: Analyze tool result events to identify:

• Most frequently used tools
• Tool success rates
• Average tool execution times
• Error patterns by tool type

Performance Monitoring: Track API request durations and tool execution times to identify performance bottlenecks.

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Backend Considerations

Your choice of metrics and logs backends will determine the types of analyses you can perform:

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For Metrics:

• Time series databases (e.g., Prometheus): Rate calculations, aggregated metrics
• Columnar stores (e.g., ClickHouse): Complex queries, unique user analysis
• Full-featured observability platforms (e.g., Honeycomb, Datadog): Advanced querying, visualization, alerting

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For Events/Logs:

• Log aggregation systems (e.g., Elasticsearch, Loki): Full-text search, log analysis
• Columnar stores (e.g., ClickHouse): Structured event analysis
• Full-featured observability platforms (e.g., Honeycomb, Datadog): Correlation between metrics and events

For organizations requiring Daily/Weekly/Monthly Active User (DAU/WAU/MAU) metrics, consider backends that support efficient unique value queries.

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Service Information

All metrics are exported with:

• Service Name: claude-code
• Service Version: Current Claude Code version
• Meter Name: com.anthropic.claude_code

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Security/Privacy Considerations

• Telemetry is opt-in and requires explicit configuration
• Sensitive information like API keys or file contents are never included in metrics or events
• User prompt content is redacted by default - only prompt length is recorded. To enable user prompt logging, set OTEL_LOG_USER_PROMPTS=1