{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2304",
  "slug": "claude-managed-agents-add-outcomes-and-multi-agent-orchestration",
  "title": "Claude Managed Agents Add Outcomes and Multi-Agent Orchestration",
  "description": "Anthropic's managed-agent layer adds long-running outcomes, orchestration, and background work around the model call.",
  "observed_at": "2026-05-07",
  "why_it_matters": "This dated record adds public evidence to the agent ready software exposes capabilities, goal scoped loops replace manual continuation analysis and keeps the claim auditable as the underlying products and practices change.",
  "novelty": "notable",
  "verification_level": "source-linked",
  "signal_type": "release",
  "evidence_kind": "primary-source",
  "status": "published",
  "telegram_message_id": 2304,
  "telegram_url": "https://t.me/qwgai/2304",
  "topics": [
    "managed-agents",
    "orchestration",
    "agent-runtime"
  ],
  "entities": [],
  "related_patterns": [
    "agent-ready-software-exposes-capabilities",
    "goal-scoped-loops-replace-manual-continuation"
  ],
  "source_urls": [
    "https://claude.com/blog/new-in-claude-managed-agents"
  ],
  "import_batch": "telegram-2026-07-17-plus-2026-07-20-v2",
  "routes": {
    "html": "https://newruntime.com/signals/claude-managed-agents-add-outcomes-and-multi-agent-orchestration/",
    "markdown": "https://newruntime.com/signals/claude-managed-agents-add-outcomes-and-multi-agent-orchestration.md",
    "json": "https://newruntime.com/signals/claude-managed-agents-add-outcomes-and-multi-agent-orchestration.json"
  },
  "source_format": "telegram-export-normalized-json"
}