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Watch monitors and alerts Claude Documentation · title claude-tag/users/use-cases/watch-monitors optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …claude-platform-claude-fable-5-and-model-orchestration-patterns"> Watch a walkthrough of the advisor and orchestrator patterns. </Card> </CardGroup> PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …n Skills, pay attention to how Claude actually uses them in practice. Watch for: * **Unexpected exploration paths:** Does Claude read files in an order you didn't anticipate? This might indicate your… fine-grained-tool-streaming Claude Developer Platform · in the page agents-and-tools/tool-use/fine-grained-tool-streaming …and asks Claude for a long poem, so the tool input is large enough to watch it stream in: <CodeGroup> ```bash cURL curl https://api.anthropic.com/v1/messages \ -H "content-type: application/j… memory-tool Claude Developer Platform · in the page agents-and-tools/tool-use/memory-tool …aining sequences such as `../`, `..\\`, or other traversal patterns * Watch for URL-encoded traversal sequences (`%2e%2e%2f`) * Use your language's built-in path security utilities (for example, Pytho… Dreams Claude Developer Platform · in the page api/beta/dreams …/platform.claude.com/docs/en/managed-agents/dreams?sdk_languages=http#watch-the-pipeline-run) for how to watch a running dream. - `status: BetaDreamStatus` Where a dream is in its lifecycle.… Archive a Dream Claude Developer Platform · in the page api/beta/dreams/archive …/platform.claude.com/docs/en/managed-agents/dreams?sdk_languages=http#watch-the-pipeline-run) for how to watch a running dream. - `status: BetaDreamStatus` Where a dream is in its lifecycle.… Cancel a Dream Claude Developer Platform · in the page api/beta/dreams/cancel …/platform.claude.com/docs/en/managed-agents/dreams?sdk_languages=http#watch-the-pipeline-run) for how to watch a running dream. - `status: BetaDreamStatus` Where a dream is in its lifecycle.… Create a Dream Claude Developer Platform · in the page api/beta/dreams/create …/platform.claude.com/docs/en/managed-agents/dreams?sdk_languages=http#watch-the-pipeline-run) for how to watch a running dream. - `status: BetaDreamStatus` Where a dream is in its lifecycle.… List Dreams Claude Developer Platform · in the page api/beta/dreams/list …/platform.claude.com/docs/en/managed-agents/dreams?sdk_languages=http#watch-the-pipeline-run) for how to watch a running dream. - `status: BetaDreamStatus` Where a dream is in its lifecycle.… Get a Dream Claude Developer Platform · in the page api/beta/dreams/retrieve …/platform.claude.com/docs/en/managed-agents/dreams?sdk_languages=http#watch-the-pipeline-run) for how to watch a running dream. - `status: BetaDreamStatus` Where a dream is in its lifecycle.… Analytics Claude Developer Platform · in the page api/beta/organization/analytics …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… Cost Report Claude Developer Platform · in the page api/beta/organization/analytics/cost_report …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… Get Cost Over Time Claude Developer Platform · in the page api/beta/organization/analytics/cost_report/list …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… Usage Report Claude Developer Platform · in the page api/beta/organization/analytics/usage_report …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… Get Token Usage Over Time Claude Developer Platform · in the page api/beta/organization/analytics/usage_report/list …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… User Cost Report Claude Developer Platform · in the page api/beta/organization/analytics/user_cost_report …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… Get Per-User Cost Claude Developer Platform · in the page api/beta/organization/analytics/user_cost_report/list …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… User Usage Report Claude Developer Platform · in the page api/beta/organization/analytics/user_usage_report …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… Get Per-User Token Usage Claude Developer Platform · in the page api/beta/organization/analytics/user_usage_report/list …dressed), `scheduled` (a scheduled routine ran), `monitoring` (Claude watching a channel it was asked to monitor), or `dm` (direct messages with Claude). Populated only when `claude_tag_category` is i… User Profiles Claude Developer Platform · in the page api/beta/user_profiles …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time - `access_type: optional "application" or "passthrough"` How the platform… Create User Profile Claude Developer Platform · in the page api/beta/user_profiles/create …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time - `access_type: optional "application" or "passthrough"` How the platform… List User Profiles Claude Developer Platform · in the page api/beta/user_profiles/list …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time - `access_type: optional "application" or "passthrough"` How the platform… Get User Profile Claude Developer Platform · in the page api/beta/user_profiles/retrieve …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time - `access_type: optional "application" or "passthrough"` How the platform… Update User Profile Claude Developer Platform · in the page api/beta/user_profiles/update …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time - `access_type: optional "application" or "passthrough"` How the platform… routines-fire Claude Developer Platform · in the page api/claude-code/routines-fire …string | A link to the session on claude.ai. Open it in a browser to watch the run, review changes, or continue the conversation. | ### Errors Errors use the standard Anthropic [error envelope](htt… User Profiles Claude Developer Platform · in the page api/user_profiles …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time ### Example ```bash curl https://api.anthropic.com/v1/user_profiles \ -H 'Co… Create User Profile Claude Developer Platform · in the page api/user_profiles/create …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time ## Example ```bash curl https://api.anthropic.com/v1/user_profiles \ -H 'Con… List User Profiles Claude Developer Platform · in the page api/user_profiles/list …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time - `next_page: string or null` Cursor for the next page, or `null` when there a… Get User Profile Claude Developer Platform · in the page api/user_profiles/retrieve …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time ## Example ```bash curl https://api.anthropic.com/v1/user_profiles/$USER_PROFILE… Update User Profile Claude Developer Platform · in the page api/user_profiles/update …eports do not always update it, so read the status itself rather than watching this timestamp. format: date-time ## Example ```bash curl https://api.anthropic.com/v1/user_profiles/$USER_PROFILE… claude-in-amazon-bedrock Claude Developer Platform · in the page build-with-claude/claude-in-amazon-bedrock …itoring and logging Claude in Amazon Bedrock emits logs to both CloudWatch and CloudTrail. Anthropic recommends retaining activity logs on at least a 30-day rolling basis to understand usage patterns… context-editing Claude Developer Platform · in the page build-with-claude/context-editing …er` supports compaction but does not log events. Detect compaction by watching `runner.params.messages.length` shrink between turns: ```typescript TypeScript let prevMsgCount = 0; for awa… preserved-thinking Claude Developer Platform · in the page build-with-claude/preserved-thinking …tart, and a resume on a later date On an older account, you can also watch production traffic without opting into enforcement: send the beta header, leave `block_binding` out, and log `input_transfor… claude-prompting-best-practices Claude Developer Platform · in the page build-with-claude/prompt-engineering/claude-prompting-best-practices …:** Claude delegates appropriately without explicit instruction. 3. **Watch for overuse:** Claude Opus 4.6 has a strong tendency to use subagents and might spawn them in situations where a simpler, di… prompting-claude-fable-5 Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-fable-5 …minder: ```text wrap You are operating autonomously. The user is not watching in real time and cannot answer questions mid-task, so asking "Want me to…?" or "Shall I…?" will block the work. For rever… Delivering work Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-fable-5-1 …stated: ```text wrap You are operating autonomously. The user is not watching in real time and cannot answer questions mid-task, so asking 'Want me to…?' or 'Shall I…?' will block the work. For rever… thinking Claude Developer Platform · in the page build-with-claude/thinking …del just found and what it's about to do next, written for the person watching the agent rather than as reasoning. Each one comes back as its own `thinking` block with its own `signature`, separate fr… scripting Claude Developer Platform · in the page cli-sdks-libraries/cli/scripting …to maintain and refactor with confidence. ``` <Tip> To watch a session as it runs, use `ant beta:sessions:events stream --session-id session_01JZCh78XvmxJjiXVy3oSi7K --format jsonl`, wh… apple-foundation-models Claude Developer Platform · in the page cli-sdks-libraries/libraries/apple-foundation-models …-sdks). </Info> ## Requirements * iOS 27, macOS 27, visionOS 27, or watchOS 27 (all in beta): the OS releases whose Foundation Models framework supports server-side language models * Xcode 27 (beta)… access-transparency-log Claude Developer Platform · in the page manage-claude/access-transparency-log …consistent today" into "the log has been consistent since you started watching." ## Timing * **Events:** Access Transparency events appear on your Activity Feed within 2 business days of the access.… compliance-errors Claude Developer Platform · in the page manage-claude/compliance-errors …linked organizations, and concurrent workers) below the shared limit. Watch `anthropic-ratelimit-requests-remaining` to slow down before you reach it. See [Design your compliance integration](https://… dreams Claude Developer Platform · in the page managed-agents/dreams …eft as-is. | ### Watch the pipeline run Once a dream is `running`, its `session_id` (java: `sessionId`; php: `sessionID`; csharp, go: `SessionID`)… environments Claude Developer Platform · in the page managed-agents/environments …g the `bash` tool's permission policy to `always_ask` or `auto`, and [watch the session's events](https://platform.claude.com/docs/en/managed-agents/events-and-streaming). ## Environment lifecycle *… event-deltas Claude Developer Platform · in the page managed-agents/event-deltas …hread, and a child thread's previews are never cross-posted to it. To watch a subagent's text as the model generates it, open that subagent's thread stream. A thread stream's path ends in `/threads/{… onboarding Claude Developer Platform · in the page managed-agents/onboarding …your agent, you can start a test session directly, send messages, and watch the event stream without leaving the page. This is the fastest way to check that your system prompt and tool selection produ… secure-deployment-monitoring Claude Developer Platform · in the page managed-agents/secure-deployment-monitoring …ription: Optionally review each session's events with an offline job. Watch webhooks for sessions that need attention, and see what Managed Agents keeps and for how long. featureMetadata: topic:… spawn.sh: called once per claimed work item Claude Developer Platform · in the page managed-agents/self-hosted-sandboxes …same checks but only logs what it would have deleted, which lets you watch what your workers would delete before you trust the enabled mode; when disabled, it never deletes from the store. Uploads an… self-hosted-sandboxes-memory Claude Developer Platform · in the page managed-agents/self-hosted-sandboxes-memory …s the same checks but only logs what it would have deleted. Use it to watch what your workers would delete before you trust the enabled mode. | | `"disabled"` (go: `environments.MemorySyncDeletionsDis… session-threads Claude Developer Platform · in the page managed-agents/session-threads …ild thread's previews never appear on the session-level stream, so to watch a subagent live, open its own thread stream. See [Preview session thread events](https://platform.claude.com/docs/en/managed…
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