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secure-deployment-monitoring Claude Developer Platform · title managed-agents/secure-deployment-monitoring Monitoring Claude Code CLI · title monitoring-usage Monitor Claude Science usage Claude Documentation · title claude-science/monitor-usage Watch monitors and alerts Claude Documentation · title claude-tag/users/use-cases/watch-monitors Monitoring Claude Documentation · title cowork/monitoring pricing Claude Developer Platform · in the page about-claude/pricing …ch operations:** Use the Batch API for non-time-sensitive tasks. 4. **Monitor usage patterns:** Track token consumption to identify optimization opportunities. <Tip> For high-volume agent applicati… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …registry with purpose, owner, and version. </Step> <Step title="Monitor"> Track usage patterns and collect feedback from users. Rerun evaluations periodically to detect drift or regressions… Edit docker-compose.yaml: increment the integer in the setup service's Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-compose …rotating. </Warning> ### Certificate renewal You’re responsible for monitoring expiry and renewing the server certificate before it expires. With programmatic access: ```bash docker compose run --… deploy-helm Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-helm …enewal The chart provides automation, but you remain responsible for monitoring expiry and confirming renewal completes. With programmatic access, certificate renewal is automatic. The chart deploys… security Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/security …nd-tools/mcp-tunnels/concepts#components)’s primary SSRF defense. * **Monitor logs.** Alert on warnings, errors, and unusual traffic patterns from the tunnel stack. * **Rotate credentials.** Rotate th… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …return_code": 0, "content": [] } } ``` To prevent timeouts: * Monitor the `expires_at` field in responses. * Implement timeouts for your tool execution. * Consider breaking long operations int… tool-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/tool-search-tool …You can search for tools to interact with Slack, GitHub, and Jira.” * Monitor which tools Claude discovers to refine your descriptions. ## Usage Tool search isn’t metered as a separate server tool.… Analytics Claude Developer Platform · in the page api/beta/organization/analytics …g Category - `BetaAnalyticsClaudeTagCategory = "dm" or "engaged" or "monitoring" or 2 more` - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` ### Beta Analytics… Cost Report Claude Developer Platform · in the page api/beta/organization/analytics/cost_report …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… Get Cost Over Time Claude Developer Platform · in the page api/beta/organization/analytics/cost_report/list …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… Usage Report Claude Developer Platform · in the page api/beta/organization/analytics/usage_report …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… Get Token Usage Over Time Claude Developer Platform · in the page api/beta/organization/analytics/usage_report/list …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… User Cost Report Claude Developer Platform · in the page api/beta/organization/analytics/user_cost_report …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… Get Per-User Cost Claude Developer Platform · in the page api/beta/organization/analytics/user_cost_report/list …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… User Usage Report Claude Developer Platform · in the page api/beta/organization/analytics/user_usage_report …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… Get Per-User Token Usage Claude Developer Platform · in the page api/beta/organization/analytics/user_usage_report/list …category values. maxItems: 100 - `"dm"` - `"engaged"` - `"monitoring"` - `"proactive"` - `"scheduled"` - `claude_tag_user_ids: optional array of string` Filter to Claude Tag (Cla… Issuers Claude Developer Platform · in the page api/beta/organization/federation/issuers …e the most recent fetches so the health of the JWKS endpoint can be monitored. - `consecutive_failures: number` Consecutive fetch failures since the last success. - `last_fetched_at: stri… Plugins Claude Developer Platform · in the page api/beta/organization/plugins …vileged` means it declares no MCP server or CLI, but declares a hook, monitor, language server, or settings, or has a skill, command, or other Markdown file whose frontmatter pre-approves tools (`allo… Create Plugin Claude Developer Platform · in the page api/beta/organization/plugins/create …vileged` means it declares no MCP server or CLI, but declares a hook, monitor, language server, or settings, or has a skill, command, or other Markdown file whose frontmatter pre-approves tools (`allo… List Plugins Claude Developer Platform · in the page api/beta/organization/plugins/list …vileged` means it declares no MCP server or CLI, but declares a hook, monitor, language server, or settings, or has a skill, command, or other Markdown file whose frontmatter pre-approves tools (`allo… Get Plugin Claude Developer Platform · in the page api/beta/organization/plugins/retrieve …vileged` means it declares no MCP server or CLI, but declares a hook, monitor, language server, or settings, or has a skill, command, or other Markdown file whose frontmatter pre-approves tools (`allo… Update Plugin Claude Developer Platform · in the page api/beta/organization/plugins/update …vileged` means it declares no MCP server or CLI, but declares a hook, monitor, language server, or settings, or has a skill, command, or other Markdown file whose frontmatter pre-approves tools (`allo… claude-models-on-google-cloud-anthropic-managed-iam-permissions Claude Developer Platform · in the page api/claude-models-on-google-cloud-anthropic-managed-iam-permissions …| Data Access, Admin Activity<br />To turn on Data Access logs, see [Monitoring and logging](https://platform.claude.com/docs/en/build-with-claude/claude-models-on-google-cloud/anthropic-managed#moni… Compliance API Claude Developer Platform · in the page api/compliance …_otlp_settings_updated"` The organization's Cowork OpenTelemetry monitoring export settings were updated. - `"org_cowork_remote_disabled"` Running Cowork in the cloud was disabled for the… Activities Claude Developer Platform · in the page api/compliance/activities …_otlp_settings_updated"` The organization's Cowork OpenTelemetry monitoring export settings were updated. - `"org_cowork_remote_disabled"` Running Cowork in the cloud was disabled for the… Query compliance activities Claude Developer Platform · in the page api/compliance/activities/list …_otlp_settings_updated"` The organization's Cowork OpenTelemetry monitoring export settings were updated. - `"org_cowork_remote_disabled"` Running Cowork in the cloud was disabled for the… Issuers Claude Developer Platform · in the page api/organization/federation/issuers …e the most recent fetches so the health of the JWKS endpoint can be monitored. - `consecutive_failures: number` Consecutive fetch failures since the last success. - `last_fetched_at: stri… rate-limits Claude Developer Platform · in the page api/rate-limits …lly increase your actual throughput without raising your rate limits. Monitor your cache hit rate on the [Usage](https://platform.claude.com/usage) page in the Claude Console to tune your caching stra… Message Batches API Claude Developer Platform · in the page build-with-claude/batch-processing …in the batch have finished processing, and results are ready. You can monitor the state of your batch by visiting the [Console](https://platform.claude.com/settings/workspaces/default/batches), or usi… claude-in-amazon-bedrock Claude Developer Platform · in the page build-with-claude/claude-in-amazon-bedrock …cs.aws.amazon.com/bedrock/latest/userguide/data-protection.html). ## Monitoring and logging Claude in Amazon Bedrock emits logs to both CloudWatch and CloudTrail. Anthropic recommends retaining acti… claude-in-microsoft-foundry Claude Developer Platform · in the page build-with-claude/claude-in-microsoft-foundry …pdate your application’s endpoint and credentials to point to it. ## Monitoring and logging Azure provides monitoring and logging for your Claude usage through standard Azure patterns: * **Azure Mo… anthropic-managed Claude Developer Platform · in the page build-with-claude/claude-models-on-google-cloud/anthropic-managed …anization for Claude Models on Google Cloud (Anthropic managed). ### Monitoring and logging [Cloud Audit Logs](https://cloud.google.com/logging/docs/audit) records API activity for Claude Models on… google-managed Claude Developer Platform · in the page build-with-claude/claude-models-on-google-cloud/google-managed …/cloud.google.com/vertex-ai/generative-ai/docs/data-governance). ### Monitoring and logging To log prompts and completions for Claude Models on Google Cloud (Google managed), use Agent Platform’s [r… claude-platform-on-aws Claude Developer Platform · in the page build-with-claude/claude-platform-on-aws …e also goes to the email address used at AWS Marketplace sign-up. ## Monitoring and logging AWS CloudTrail can capture all requests to Claude Platform on AWS. Workspace, external key, telemetry dest… context-editing Claude Developer Platform · in the page build-with-claude/context-editing …dows). ### How compaction works When compaction is enabled, the SDK monitors token usage after each model response: 1. **Threshold check:** The SDK calculates total tokens as `input_tokens + cache_… extended-thinking Claude Developer Platform · in the page build-with-claude/extended-thinking …d open-connection limits. To track what a budget actually costs you, monitor the `usage.output_tokens_details.thinking_tokens` field in the response, which reports how many of the billed output token… files Claude Developer Platform · in the page build-with-claude/files …/platform.claude.com/docs/en/build-with-claude/claude-platform-on-aws#monitoring-and-logging), audit file operations with AWS CloudTrail data events instead. ## Migrate from `files-api-2025-04-14` T… Request 2 caches its request content (not the response) Claude Developer Platform · in the page build-with-claude/prompt-caching …nversation-system-messages). </Note> ### Tracking cache performance Monitor cache performance using these API response fields, within `usage` in the response (or `message_start` event if [streaming]… refusals-and-fallback Claude Developer Platform · in the page build-with-claude/refusals-and-fallback …strument refusals as their own signal.** A refusal is an HTTP 200, so monitoring built on error rates or 5xx responses never sees it. Emit one event for each refusal and one for each fallback-served r… search-results Claude Developer Platform · in the page build-with-claude/search-results …"type": "text", "text": "Acme Dashboard is a monitoring tool for distributed systems. It supports real-time alerting and custom metric dashboards." }… home Claude Developer Platform · in the page home …m.claude.com/docs/en/manage-claude/usage-cost-api"> Usage monitoring </HomeJourneyLink> <HomeJourneyLink icon="settings" href="https://platform.claude.com/docs/en/abou… access-transparency Claude Developer Platform · in the page manage-claude/access-transparency …MEK, your cloud KMS audit log (CloudTrail, Cloud Audit Logs, or Azure Monitor) records Anthropic’s use of your key. Because keys are cached for short periods during operation, an individual human read… admin-api Claude Developer Platform · in the page manage-claude/admin-api …user_id: #{removed_member.user_id}" ``` </CodeGroup> ### API keys Monitor and manage [API keys](https://platform.claude.com/docs/en/api/organization/api_keys/list). Each key in the response includ… First request Claude Developer Platform · in the page manage-claude/claude-code-analytics-api …xity of the OpenTelemetry integration. This API allows you to better monitor, analyze, and optimize your Claude Code adoption: * **Developer productivity analysis:** Track sessions, lines of code ad… compliance-api Claude Developer Platform · in the page manage-claude/compliance-api …penTelemetry logging](https://support.claude.com/en/articles/14477985-monitor-claude-cowork-activity-with-opentelemetry) and [Claude Code monitoring](https://code.claude.com/docs/en/monitoring-usage)…
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