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Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …`role: "system"` in `messages` with a 400 error. If you maintain code paths that rebuild the full message history to update instructions, you can simplify them and preserve [prompt cache](https://plat… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …docs/en/build-with-claude/batch-processing), and keep the interactive path for the rest. The Batch API takes 50% off every token of a request, including cached ones, in exchange for results arriving a… commerce-agents Claude Developer Platform · in the page about-claude/use-case-guides/commerce-agents …the conversation: a button in the merchant portal on the Messages API path, a confirmation prompt in the Agent SDK console, or an [always-ask permission policy](https://platform.claude.com/docs/en/man… overview Claude Developer Platform · in the page about-claude/use-case-guides/overview …nd Claude Managed Agents. </Card> </CardGroup> ## Choosing a build path The three paths for building with Claude differ in how much control you keep and how much of the implementation you offload… ticket-routing Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …ance and accuracy:** You can create different prompts for each parent path, allowing for more targeted and context-specific classification. This can lead to improved accuracy and more nuanced handling… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …onal flags. ```` **Analogy:** Think of Claude as a robot exploring a path: * **Narrow bridge with cliffs on both sides:** There's only one safe way forward. Provide specific guardrails and exact ins… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …ling before reading response content and setting up a [fallback retry path](https://platform.claude.com/docs/en/build-with-claude/refusals-and-fallback) when the target is Claude Fable 5.1, Claude Fab… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …osed in Git history and context window | | Filesystem access scope | Paths outside the Skill directory, broad glob patterns, path traversal (`../`) | Medium: might access uninte… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …_id if file_id: # Download the file and save it output_path = Path(tempfile.gettempdir()) / "renewable_energy.pptx" file_content = client.files.download(file_id=file_id) fil… mcp-connector Claude Developer Platform · in the page agents-and-tools/mcp-connector …in a message resource = await mcp_client.read_resource(uri="file:///path/to/doc.txt") response = await client.beta.messages.create( model="claude-opus-5-5", max_tokens=1024, mess… concepts Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/concepts …e, and Helm container name), `mcp-gateway` (container-internal config path `/etc/mcp-gateway/config.yaml` and Helm `gateway.config.*` values prefix) | | **cloudflared** | Cloudflare's open-sou… console Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/console …> <Step title="Record the deployment identifiers"> Both deploy paths need: * The **tunnel ID** (`tnl_...`), shown on the tunnel detail page. * The **tunnel domain** (`abcd1234.tunnel.a… 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 …quirements. <Tabs> <Tab title="With programmatic access"> This path requires the host to have an OIDC identity provider (such as a cloud VM metadata server or SPIFFE). If it doesn't, use the **… deploy-helm Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-helm …o_server.py"] volumeMounts: - { name: src, mountPath: /app } ports: - { containerPort: 9000 } volumes: - name: src configMap: { name… overview Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/overview …om/docs/en/agents-and-tools/mcp-tunnels/quickstart"> The shortest path to a working tunnel: Docker Compose with a sample MCP server. </Card> <Card title="Deploy with Helm" icon="stack" href="… quickstart Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/quickstart …edential-provisioning) credential provisioning, which is the shortest path for local testing. For production deployments, see [Deploy with Helm](https://platform.claude.com/docs/en/agents-and-tools/mc… reference Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/reference …tes` keys are bare subdomains | | `tls.cert_file` | Path to the server TLS certificate.… troubleshooting Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/troubleshooting …IDR outside RFC1918; if `kubectl get svc kubernetes -n default -o jsonpath='{.spec.clusterIP}'` returns an address outside the private ranges, look up your cluster's Service CIDR and add it. If the a… bash-tool Claude Developer Platform · in the page agents-and-tools/tool-use/bash-tool …ocesses: `ps aux | grep python` * Setting up the environment: `export PATH=$PATH:/new/path && echo $PATH` ## Limitations * **No interactive commands:** The session can't run `vim`, `less`, password… browser-use-sdk Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-sdk …URL at 4,096 characters. So a `data:` URL's contents, a `file:` URL's path, and a username or password in a URL all reach Claude. ### Handle errors | Raised by a member or the SDK | Claude reads… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …input, including the tab titles and URLs, and each download's `url`, `path`, and `error`, that you report in a [`browser_state`](https://platform.claude.com/docs/en/agents-and-tools/tool-use/browser-u… build-a-tool-using-agent Claude Developer Platform · in the page agents-and-tools/tool-use/build-a-tool-using-agent …/ Build a request that exceeds the tool's attendee limit so the error path runs. var emails = string.Join(", ", Enumerable.Range(0, 15).Select(i => $"user{i}@example.com")); List<MessageParam> me… code-execution-tool Claude Developer Platform · in the page agents-and-tools/tool-use/code-execution-tool …thropic() # Upload a file file_object = client.files.upload(file=Path("data.csv")) # Use the file_id with code execution response = client.messages.create( model="claude-opus-5-5",… memory-tool Claude Developer Platform · in the page agents-and-tools/tool-use/memory-tool …ocs/en/agents-and-tools/tool-use/handle-tool-calls)). The `/memories` path is a prefix that your handler maps onto real storage, such as a per-user directory or keys in a database. Memory lives entire… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …don't check remaining ``` ### Conditional tool selection ```python path = "/tmp/example.txt" file_info = json.loads(await get_file_info({"path": path})) if file_info["size"] < 10000: content =… server-tools Claude Developer Platform · in the page agents-and-tools/tool-use/server-tools …A turn with only client `tool_use` blocks takes the same continuation path, and a turn with only server tool calls needs no client `tool_result` blocks from you: its result blocks are normally already… text-editor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/text-editor-tool …view command and return results"> * Extract the file or directory path from Claude's tool use request. * Read the file's contents or list the directory contents. * If you specified a `max_… web-fetch-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-fetch-tool …nt toolset, where each listed domain must be a plain hostname with no path; see [Restrict web search and web fetch domains](https://platform.claude.com/docs/en/managed-agents/tools-web-restrictions).… web-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-search-tool …he API returns a 400 error. Entries are bare domains with an optional path, for example `example.com` or `example.com/blog`, without a scheme. For the full domain filtering rules, see [Domain filteri… Beta Claude Developer Platform · in the page api/beta …about a specific model or resolve a model alias to a model ID. #### Path parameters - `model_id: string` Model identifier or alias. #### Headers - `"anthropic-version": optional string` The… Agents Claude Developer Platform · in the page api/beta/agents …ntry is a plain hostname like "docs.example.com" (no scheme, port, or path). At most 64 entries; an empty list is rejected (omit the field instead). Cannot be combined with blocked_domains. -… Archive Agent Claude Developer Platform · in the page api/beta/agents/archive …ve Agent **POST** `/v1/agents/{agent_id}/archive` Archive Agent ## Path parameters - `agent_id: string` Unique identifier of the agent to archive. ## Headers - `"anthropic-version": optional… Create Agent Claude Developer Platform · in the page api/beta/agents/create …ntry is a plain hostname like "docs.example.com" (no scheme, port, or path). At most 64 entries; an empty list is rejected (omit the field instead). Cannot be combined with blocked_domains. -… Get Agent Claude Developer Platform · in the page api/beta/agents/retrieve …ieve --- # Get Agent **GET** `/v1/agents/{agent_id}` Get Agent ## Path parameters - `agent_id: string` Unique identifier of the agent to retrieve. ## Query parameters - `version: optional nu… Update Agent Claude Developer Platform · in the page api/beta/agents/update …- # Update Agent **POST** `/v1/agents/{agent_id}` Update Agent ## Path parameters - `agent_id: string` Unique identifier of the agent to update. ## Headers - `"anthropic-version": optional s… Versions Claude Developer Platform · in the page api/beta/agents/versions …s **GET** `/v1/agents/{agent_id}/versions` List Agent Versions ### Path parameters - `agent_id: string` Agent ID to list versions for. ### Query parameters - `limit: optional number` Maxim… List Agent Versions Claude Developer Platform · in the page api/beta/agents/versions/list …ns **GET** `/v1/agents/{agent_id}/versions` List Agent Versions ## Path parameters - `agent_id: string` Agent ID to list versions for. ## Query parameters - `limit: optional number` Maximu… Deployment Runs Claude Developer Platform · in the page api/beta/deployment_runs …** `/v1/deployment_runs/{deployment_run_id}` Get Deployment Run ### Path parameters - `deployment_run_id: string` Unique identifier of the deployment run. ### Headers - `"anthropic-version": o… Get Deployment Run Claude Developer Platform · in the page api/beta/deployment_runs/retrieve …T** `/v1/deployment_runs/{deployment_run_id}` Get Deployment Run ## Path parameters - `deployment_run_id: string` Unique identifier of the deployment run. ## Headers - `"anthropic-version": op… Deployments Claude Developer Platform · in the page api/beta/deployments …HA to check out. minLength: 7, maxLength: 64 - `mount_path: optional string or null` Mount path in the container. Defaults to `/workspace/<repo-name>`. minLength: 1, maxL… Archive Deployment Claude Developer Platform · in the page api/beta/deployments/archive …T** `/v1/deployments/{deployment_id}/archive` Archive Deployment ## Path parameters - `deployment_id: string` Unique identifier of the deployment to archive. ## Headers - `"anthropic-version":… Create Deployment Claude Developer Platform · in the page api/beta/deployments/create …HA to check out. minLength: 7, maxLength: 64 - `mount_path: optional string or null` Mount path in the container. Defaults to `/workspace/<repo-name>`. minLength: 1, maxL… List Deployments Claude Developer Platform · in the page api/beta/deployments/list …o check out. minLength: 7, maxLength: 64 - `mount_path: optional string or null` Mount path in the container. Defaults to `/workspace/<repo-name>`. - `BetaManagedAgen… Pause Deployment Claude Developer Platform · in the page api/beta/deployments/pause …*POST** `/v1/deployments/{deployment_id}/pause` Pause Deployment ## Path parameters - `deployment_id: string` Unique identifier of the deployment to pause. ## Headers - `"anthropic-version": o… Get Deployment Claude Developer Platform · in the page api/beta/deployments/retrieve …oyment **GET** `/v1/deployments/{deployment_id}` Get Deployment ## Path parameters - `deployment_id: string` Unique identifier of the deployment. ## Headers - `"anthropic-version": optional s… Run Deployment Now Claude Developer Platform · in the page api/beta/deployments/run …*POST** `/v1/deployments/{deployment_id}/run` Run Deployment Now ## Path parameters - `deployment_id: string` Unique identifier of the deployment to run. ## Headers - `"anthropic-version": opt… Unpause Deployment Claude Developer Platform · in the page api/beta/deployments/unpause …T** `/v1/deployments/{deployment_id}/unpause` Unpause Deployment ## Path parameters - `deployment_id: string` Unique identifier of the deployment to unpause. ## Headers - `"anthropic-version":… Update Deployment Claude Developer Platform · in the page api/beta/deployments/update …nt **POST** `/v1/deployments/{deployment_id}` Update Deployment ## Path parameters - `deployment_id: string` Unique identifier of the deployment to update. ## Headers - `"anthropic-version":… Dreams Claude Developer Platform · in the page api/beta/dreams …ck-progress) for how to poll a dream and what each status means. ### Path parameters - `dream_id: string` The ID of the dream to get (`drm_...`). ### Headers - `"anthropic-version": optional st… Archive a Dream Claude Developer Platform · in the page api/beta/dreams/archive …uages=http#archive-a-dream) to learn more about archiving dreams. ## Path parameters - `dream_id: string` The ID of the dream to archive (`drm_...`). ## Headers - `"anthropic-version": optional…
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