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Anthropic · Claude Code · Claude Cowork · Agent SDK

Agentes Claude, subagentes e fluxos de trabalho dinâmicos

Agentes de programação à escala do repositório, Cowork de negócio e orquestração multiagente por guião — com uma governação que as equipas Workstation conseguem operar

O Claude já não é apenas um modelo de chat. O Claude Code executa no terminal e no IDE agentes de programação que sustentam tarefas longas. O Claude Cowork trata de apresentações, documentos e trabalho de conhecimento agendado. O Agent SDK acrescenta subagentes com nome e fluxos de trabalho dinâmicos que distribuem dezenas de trabalhadores especializados. A Workstation ajuda-o a escolher a superfície certa para cada equipa e a colocar portas de aprovação, MCP OAuth e a promoção com Ring Promoter antes da produção.

Subagents

Isolated workers with tool scopes

Workflows

Scripted fan-out & verification

MCP

Tools, data & connectors

Cowork

Business artefacts & routines

Watch: Building more effective AI agents

Building more effective AI agents — Anthropic
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Building more effective AI agents — Anthropic

What are Claude agents at Workstation?

Claude agents are Anthropic’s productised ways to plan, use tools, and finish multi-step work — not one-shot chat replies. Engineering teams live in Claude Code. Ops and knowledge teams use Claude Cowork. Builders embed the Claude Agent SDK with subagents and dynamic workflows. Workstation maps each surface to owners, risk classes, and promotion paths so demos become durable operating models.

  • Claude Code: Terminal and IDE coding agents for repo-scale edits, tests, PRs, and long-running tasks
  • Claude Cowork: Desk-to-phone business workflows for decks, docs, spreadsheets, and scheduled work
  • Subagents: Named workers with isolated context and restricted tools for focused subtasks
  • Dynamic workflows: Claude-written orchestration scripts that fan out, verify, and synthesise at scale
  • Governance: MCP OAuth, Vault leases, human approval gates, and Ring Promoter health-gated deploys

Claude agent surfaces

Claude Code

Claude Code

Anthropic’s agentic coding product for engineering and platform teams. It understands repositories, edits across files, runs tests, and can work headlessly for CI bots and Dispatch-style automation.

  • Repo-aware multi-file coding agents
  • Hooks, MCP servers, and IDE integrations
  • Headless / Dispatch automation
  • Remote and container workflows
  • Pairs with Claude models on Platform and Bedrock
Claude Cowork

Claude Cowork

Cowork is Claude for knowledge work: connect data, schedule recurring tasks, and deliver artefacts for human review — without hand-authoring agent files for every job.

  • Scheduled recurring business tasks
  • Decks, documents, and spreadsheets
  • Automatic parallel workstreams
  • Plugins that bundle skills and connectors
  • Cross-device task check-in
Subagents & Agent SDK

Subagents & Agent SDK

Define specialised subagents in code or `.claude/agents/` markdown. Isolate context, restrict tools, and let the main agent delegate — or call them by name.

  • Programmatic AgentDefinition / agents map
  • Filesystem-based agent definitions
  • Parallel analysis with tool allowlists
  • Python and TypeScript Agent SDK
  • MCP for databases, browsers, and internal APIs
Dynamic workflows

Dynamic workflows

When a few subagents are not enough, Claude writes a JavaScript orchestration script. The Workflow runtime fans out, stores intermediate results in variables, and returns a verified synthesis — ideal for audits, migrations, and cross-checked research.

  • Scripted parallel() and pipeline() orchestration
  • Bundled /deep-research workflow
  • Ultracode effort for automatic workflow planning
  • Resumable background runs
  • Adversarial verification passes

Where Claude agents fit

Map Claude Code, Cowork, subagents, and workflows to real team jobs

Engineering
Engineering

Repo-scale coding & PR loops

Claude Code plans changes, edits files, runs tests, and opens PRs. Subagents review security and quality in parallel before humans merge.

Key Benefits:
  • Faster feature delivery
  • Consistent review depth
  • CI-friendly Dispatch bots
5x faster multi-file changes
Fewer missed review angles
Headless PR bots
Platform & SRE
Platform & SRE

Codebase audits with workflows

Dynamic workflows fan out across packages for dependency, config, and security sweeps — then verify claims before the report lands.

Key Benefits:
  • Repeatable audit scripts
  • Cross-checked findings
  • Scoped tool permissions
Dozens of agents per run
Verifier passes
Allowlisted tools only
Ops & PMO
Ops & PMO

Cowork for decks and status packs

Claude Cowork connects sources, builds status decks and spreadsheets, and schedules recurring updates for human review.

Key Benefits:
  • Scheduled artefacts
  • Less copy-paste reporting
  • Human approval before send
Hours saved per week
Recurring routines
Human gate retained
Enterprise builders
Enterprise builders

Custom agents on the SDK

Embed the Claude Agent SDK behind MCP, Vault leases, and Workstation gateways so internal tools stay authenticated and auditable.

Key Benefits:
  • MCP connectors
  • OAuth and Vault leases
  • Ring Promoter promotion
Least-privilege tools
Session + durable stores
Health-gated rings

Claude agent architecture

Surfaces, orchestration, tools, and controls Workstation recommends

Claude Code runtime

Interactive and headless agent loop with repo tools, hooks, and remote execution options

CLI / IDEDispatchHooksRemote
Agent SDK

Programmatic query loop with Agent tool, allowedTools, and custom tool registration

PythonTypeScriptAgent toolMCP
Subagents

Isolated workers with descriptions Claude uses to auto-delegate focused work

Tool scopesParallel runsNamed agents
Dynamic workflows

Background JavaScript orchestration for large fan-out and verification patterns

Workflow tool/deep-researchUltracode
Claude Cowork

Knowledge-work surface with connectors, plugins, and automatic parallelisation

SchedulesArtefactsPlugins
Workstation controls

MCP OAuth, Vault leases, WSL Proxy edge, and Ring Promoter promotion for production

ApprovalsAuditRings

Claude agents vs traditional chat AI

AspectoTraditional chatClaude agentsMelhoria
Work styleSingle-turn answersMulti-step tool-using agentsEnd-to-end delivery
CodingSnippet suggestionsRepo-scale Claude Code agentsShipable changes
EscalaOne context windowSubagents + workflowsFan-out with verification
Business workDraft in chatCowork artefacts & routinesScheduled outcomes
CorporativoCopy-paste integrationsMCP + governed promotionAuditable production

Latest Claude agent updates

2026
Dynamic workflows in Claude Code

Claude writes orchestration scripts that fan out subagents for audits, migrations, and cross-checked research.

Claude Code docs
2026
Claude Cowork for business teams

Desk-to-phone workflows for decks, docs, and scheduled knowledge work without hand-written agent files.

Anthropic product
2026
Agent SDK subagents

Define specialised workers with tool scopes and descriptions Claude uses to delegate automatically.

Agent SDK docs
2026
Workstation teams guide

Map Claude Code, Cowork, and ChatGPT agents to engineering, ops, GTM, and finance with shared controls.

Workstation articles

Adopt Claude agents with Workstation

We help you choose surfaces, wire MCP securely, and promote safely — Anthropic pricing stays with Anthropic

Pilot

Scoped engagement

One team, one Claude surface, clear success metrics

  • Claude Code or Cowork pilot
  • MCP connector review
  • Approval-gate checklist
  • 2-week working session
Book a pilot
Mais popular

Team rollout

Programme per quarter

Multi-team playbooks with SDK patterns and Ring Promoter

  • Subagent / workflow blueprints
  • Vault + OAuth patterns
  • Ring Promoter promotion
  • Operator training
Fale conosco

Corporativo

Custom contact

Bedrock / Platform routing, private networking, and SLAs

  • Private AI options
  • WSL Proxy edge
  • Compliance packaging
  • Dedicated account team
Contact sales

Perguntas frequentes

Claude chat answers questions. Claude Code is an agentic coding product that reads your repo, edits files, runs commands, and completes multi-step engineering work in the terminal or IDE — including headless Dispatch for automation.

Subagents are separate agent instances the main agent can spawn for focused work. You define them in the Agent SDK or as markdown files under .claude/agents/, give them clear descriptions and tool allowlists, and Claude delegates when the description matches.

Use a few subagents for adaptive delegation inside a conversation. Use dynamic workflows when you need dozens of workers, repeatable orchestration in a script, and verification passes that should not overflow the main context window.

Cowork targets business and knowledge work — decks, docs, spreadsheets, scheduled tasks — with connectors and automatic parallelisation. It is the non-terminal sibling of the same agent architecture as Claude Code.

We map the right Claude surface to each team, secure MCP tools with OAuth and Vault leases, put WSL Proxy in front of agent traffic, and promote changes through Ring Promoter rings so agent demos survive production.

Pronto para executar agentes Claude com governação?

A Workstation ajuda equipas de engenharia e de negócio a adotar Claude Code, Cowork, subagentes e fluxos de trabalho sem saltar as portas de aprovação.

Contact WorkstationRead teams guideView products