129 pages for scale.

java Claude Developer Platform · in the page cli-sdks-libraries/sdks/java …) ) ) ``` This results in a timeout of up to 60 minutes, scaled by the `maxTokens` parameter, unless overridden. For non-streaming requests, the dynamic timeout scales from a 30-second m… typescript Claude Developer Platform · in the page cli-sdks-libraries/sdks/typescript …culated * 1000; ``` which will result in a timeout up to 60 minutes, scaled by the `max_tokens` parameter, unless overridden at the request or client level. You can configure this with a `timeout` o… intro Claude Developer Platform · in the page intro …with Claude Anthropic provides developer tools to help you build and scale applications with Claude. <CardGroup cols={3}> <Card title="Claude Console" icon="computer" href="https://platform.claude… compliance-org-data Claude Developer Platform · in the page manage-claude/compliance-org-data …value": { "chat": { "type": "fixed", "timescale": "day", "duration": 90 } } }, { "name": "content_redaction_enabled", "type": "b… Create the app registration that represents the Claude API audience. Claude Developer Platform · in the page manage-claude/wif-providers/azure …p the identity for your platform:** Use a managed identity on VMs, VM Scale Sets, App Service, Functions, and Container Apps, or Entra Workload Identity on AKS. 3. **Configure Anthropic:** Register yo… dreams Claude Developer Platform · in the page managed-agents/dreams …(csharp, go: `Usage`) on the resource reports the exact totals. Cost scales roughly linearly with the number and length of input sessions. Start with a small batch of sessions and scale up once you'r… spawn.sh: called once per claimed work item Claude Developer Platform · in the page managed-agents/self-hosted-sandboxes …environment: * `depth` is the number of items waiting to be claimed. Scale your worker fleet or alert on backlog based on this value. * `pending` is the number of items claimed by a worker but not ye… self-hosted-sandboxes-operations Claude Developer Platform · in the page managed-agents/self-hosted-sandboxes-operations …| Scale your worker fleet or alert on backlog. | | `pending` (csharp, go: `… whats-new-fable-5-1 Claude Developer Platform · in the page models/fable-5-1/whats-new-fable-5-1 …ositives, to disrupt attempts to circumvent Anthropic's safeguards at scale ([How refusals are billed](https://platform.claude.com/docs/en/build-with-claude/refusals-and-fallback#how-refusals-are-bill… migration-guide Claude Developer Platform · in the page models/haiku-5-5/migration-guide …kens. Claude Haiku 5.5 uses the high-resolution image tier, which downscales images above 2,576 pixels on the long edge or 4,784 visual tokens. Claude Haiku 4.5 and earlier Haiku models use the standa… migration-guide Claude Developer Platform · in the page models/opus-5-5/migration-guide …nsume pointing or bounding-box coordinates from the model, remove any scale-factor conversion; coordinates are 1:1 with actual image pixels on Claude Opus 4.7 and later models. * Review the [behavior… overview Claude Developer Platform · in the page release-notes/overview …s 5.5 now has a default fast mode rate limit in the Start, Build, and Scale usage tiers. Fast mode for Claude Opus 5 and Claude Opus 4.8 remains in research preview. Keep sending the beta header with… develop-tests Claude Developer Platform · in the page test-and-evaluate/develop-tests …**Measurable:** Use quantitative metrics or well-defined qualitative scales. Numbers provide clarity and scalability, but qualitative measures can be valuable if consistently applied *along* with qua… increase-consistency Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/increase-consistency …eatures and data governance. Target accounts struggling with DataCo's scale limitations.</strategy> </competitor> ``` </Accordion> ## Use retrieval for contextual consistency For tasks requiring… Give Claude custom tools Claude Code CLI · in the page agent-sdk/custom-tools …he result. See [Return structured data](#return-structured-data). | | Scale to many tools | Use [tool search](/docs/en/agent-sdk/tool-search.md) to load tools on demand. | ## Create a custom tool A… Hosting the Agent SDK Claude Code CLI · in the page agent-sdk/hosting …state, which shapes how you allocate resources, persist sessions, and scale across tenants. This page covers self-hosting on your own infrastructure. For deployable Dockerfiles and Kubernetes manifes… Persist sessions to external storage Claude Code CLI · in the page agent-sdk/session-storage …ssion store: * **Multi-host deployments.** Serverless functions, autoscaled workers, and CI runners don't share a filesystem. A shared store lets replicas resume each other's sessions. * **Durability… Subagents in the SDK Claude Code CLI · in the page agent-sdk/subagents …ll. Claude Code enforces them however Claude decides to delegate. ## Scale up with dynamic workflows Subagents work well for a few delegated tasks per turn. For runs that coordinate dozens to hundre… Orchestrate teams of Claude Code sessions Claude Code CLI · in the page agent-teams …le session. Each teammate has its own context window, and token usage scales with the number of active teammates. For research, review, and new feature work, the extra tokens are usually worthwhile. F… Share session output as artifacts Claude Code CLI · in the page artifacts …- Typography: Inter for body, JetBrains Mono for code - Spacing: 8px scale, 6px border radius ``` Claude treats your design system as higher precedence than its own choices, and your prompt as highe… Best practices for Claude Code Claude Code CLI · in the page best-practices …ull set of resume, branch, and naming controls. *** ## Automate and scale Once you're effective with one Claude, multiply your output with parallel sessions, non-interactive mode, and fan-out patte… Claude Code changelog Claude Code CLI · in the page changelog …s on a side failing to send from a remote session; Claude now sends a scaled-down copy * Fixed messages sent from the Claude apps with 17 to 20 attached files delivering only the first 16 * Fixed head… Claude apps gateway deployment and operations Claude Code CLI · in the page claude-apps-gateway-deploy …ault limit of 256 fills it at about 26 requests a second. If you autoscale on CPU, a replica at the limit queues requests without triggering a scale-out, so set the target below the CPU level your re… Explore the .claude directory Claude Code CLI · in the page claude-directory …are deferred by default and load on demand via <A href="/docs/en/mcp#scale-with-mcp-tool-search">tool search</A></>, description: <>Configures Model Context Protocol (MCP) servers that give C… claude-tag Claude Code CLI · in the page claude-tag …t="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1, viewport-fit=cover"/><link rel="preload" href="/docs/_next/static/media/83afe278b6a6bb3c.p.3a6ba036.woff2" as="font" cros… Code Review Claude Code CLI · in the page code-review …Claude may also post a short confirmation comment on the PR. Reviews scale in cost with PR size and complexity, completing in 20 minutes on average. Owners can monitor review activity and spend via t… Code Review costs and usage Claude Code CLI · in the page code-review-costs …each review and on how many reviews run: * **Cost of each review**: scales with the [review level](/docs/en/code-review-setup.md#set-the-default-review-level), the size of the change, the complexity… Commands Claude Code CLI · in the page commands …| **[Skill](/docs/en/skills#bundled-skills).** Orchestrate large-scale changes across a codebase in parallel. Researches the codebase, decomposes the work into 5 to 30 independent units, and pres… Common workflows Claude Code CLI · in the page common-workflows …g an entire codebase to a new language, see [how Anthropic runs large-scale code migrations with Claude Code](https://claude.com/blog/ai-code-migration) on the blog. **1. Identify legacy code for ref… Communications kit Claude Code CLI · in the page communications-kit …](/docs/en/model-config.md#automatic-model-fallback) | | Opus | Large-scale refactors, complex debugging, architecture decisions, high-stakes changes. On Opus 5.5 and Opus 5, cybersecurity or biology… Let Claude use your computer from the CLI Claude Code CLI · in the page computer-use …urn, hidden apps are restored automatically. ### Screenshots are downscaled automatically Claude Code downscales every screenshot before sending it to the model. You don't need to lower your display… Explore the context window Claude Code CLI · in the page context-window …r `ENABLE_TOOL_SEARCH=false` to load everything.', link: '/en/mcp#scale-with-mcp-tool-search' }, { t: 0.1, kind: 'auto', label: 'Skill descriptions', tokens: 450, color: '#D4… Manage costs effectively Claude Code CLI · in the page costs …Claude Code instances, each with its own context window. Token usage scales with the number of active teammates and how long each one runs. To keep agent team costs manageable: * Use Sonnet for tea… Get started with the desktop app Claude Code CLI · in the page desktop-quickstart …endency audit, or a briefing that pulls from your connected tools. **Scale up when you're ready.** Open [parallel sessions](/docs/en/desktop.md#work-in-parallel-with-sessions) from the sidebar to wor… Environment variables Claude Code CLI · in the page env-vars …y. When set to a non-first-party host, [MCP tool search](/docs/en/mcp#scale-with-mcp-tool-search) is disabled by default. Set `ENABLE_TOOL_SEARCH=true` if your proxy forwards `tool_reference` blocks.… Error reference Claude Code CLI · in the page errors …the full screen ### Unable to resize image Claude Code couldn't downscale an attached image before sending it to the API. ```text theme={null} Unable to resize image — image processing is unavailab… Extend Claude Code Claude Code CLI · in the page features-overview …eds a specific tool. **Context cost:** [Tool search](/docs/en/mcp.md#scale-with-mcp-tool-search) is on by default, so idle MCP tools consume minimal context. > [!TIP] > > Run `/mcp` to see each serv… Glossary Claude Code CLI · in the page glossary …his keeps idle MCP servers from consuming much context. Learn more: [Scale with MCP Tool Search](/docs/en/mcp.md#scale-with-mcp-tool-search) ## N ### Non-interactive mode A mode that executes a si… Keep Claude working toward a goal Claude Code CLI · in the page goal …). Claude Code uses your value in place of the 30-minute interval and scales the later intervals with it. Set it to `0` to turn off check-ins and [automatic retries](#other-errors-retry-or-pause-the-g… Claude Code on Google Cloud's Agent Platform Claude Code CLI · in the page google-vertex-ai …tials. Claude Code decides between [MCP tool search](/docs/en/mcp.md#scale-with-mcp-tool-search) and upfront loading by model generation: * **Claude Opus 4.5, Sonnet 4.5, Haiku 4.5, and later**: Cla… How Claude Code works Claude Code CLI · in the page how-claude-code-works …red by default and loaded on demand via [tool search](/docs/en/mcp.md#scale-with-mcp-tool-search), so only tool names and server instructions consume context until Claude uses a specific tool. #### M… Claude Code gateway compatibility guide Claude Code CLI · in the page llm-gateway-protocol …`output_config.task_budget` field * [MCP tool search](/docs/en/mcp.md#scale-with-mcp-tool-search), so every MCP tool loads upfront unless your organization keeps it on through managed settings The va… Connect Claude Code to tools via MCP Claude Code CLI · in the page mcp …wait happens depends on your configuration: * **With [tool search](#scale-with-mcp-tool-search), the default**: the wait happens inside the `ToolSearch` call. * **Without tool search**: Claude uses… Model configuration Claude Code CLI · in the page model-config …tps://claude.dev/blog/spending-your-effort/) on the blog. The effort scale is calibrated per model, so the same level name does not represent the same underlying value across models. Opus 5.5 [defau… Enterprise network configuration Claude Code CLI · in the page network-config …e.ai` and `api.anthropic.com`, for example by placing it in the same Zscaler app segment or Netskope steering policy. If you can't route it that way, add the egress address your proxy uses for that ho… Use the mods API Claude Code CLI · in the page plugins/mods/api …and the number. > [!TIP] > > When [MCP tool search](/docs/en/mcp.md#scale-with-mcp-tool-search) defers a registered tool, Claude sees its name but not its description until it searches for it. If Cl… Mods reference Claude Code CLI · in the page plugins/mods/reference …n MCP tool when Claude loads it through [tool search](/docs/en/mcp.md#scale-with-mcp-tool-search), with `e.description` set to the text Claude reads for the loaded tool. | `{ description }`, optionall… Plugins overview Claude Code CLI · in the page plugins/overview …'s MCP servers add per turn follows [MCP tool search](/docs/en/mcp.md#scale-with-mcp-tool-search). * **Processes**: MCP servers the plugin defines run alongside each session where it's enabled, and it… How Claude Code uses prompt caching Claude Code CLI · in the page prompt-caching …md) change does this depends on whether [tool search](/docs/en/mcp.md#scale-with-mcp-tool-search) defers the session's MCP tools, the default on supported models: * **Tools deferred**: Claude Code ke… Customize sessions in self-hosted environments Claude Code CLI · in the page self-hosted-environments-configuration …the runner's environment, so set [`ENABLE_TOOL_SEARCH`](/docs/en/mcp#scale-with-mcp-tool-search) there to control MCP tool search for every session a runner spawns; the MCP page covers the values. #…