{
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  "type": "raw_signal",
  "id": "tg-2583",
  "slug": "google-agents-cli-connects-prompt-evals-and-deployment",
  "title": "Google Agents CLI Connects Prompt, Evals, and Deployment",
  "description": "Google's CLI turns an agent definition into a lifecycle that includes local iteration, evaluation, packaging, and deployment.",
  "observed_at": "2026-07-01",
  "why_it_matters": "This dated record adds public evidence to the skills become portable capability layer, agent ready software exposes capabilities 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": 2583,
  "telegram_url": "https://t.me/qwgai/2583",
  "topics": [
    "agents-cli",
    "agent-evals",
    "deployment"
  ],
  "entities": [],
  "related_patterns": [
    "skills-become-portable-capability-layer",
    "agent-ready-software-exposes-capabilities"
  ],
  "source_urls": [
    "https://x.com/akshay_pachaar/status/2070860837448040832",
    "https://github.com/google/agents-cli"
  ],
  "import_batch": "telegram-2026-07-17-plus-2026-07-20-v2",
  "routes": {
    "html": "https://newruntime.com/signals/google-agents-cli-connects-prompt-evals-and-deployment/",
    "markdown": "https://newruntime.com/signals/google-agents-cli-connects-prompt-evals-and-deployment.md",
    "json": "https://newruntime.com/signals/google-agents-cli-connects-prompt-evals-and-deployment.json"
  },
  "source_format": "telegram-export-normalized-json"
}