{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2662",
  "slug": "an-ai-coding-workflow-starts-with-data-and-interfaces",
  "title": "An AI Coding Workflow Starts with Data and Interfaces",
  "description": "ThePrimeagen's workflow separates evidence gathering, interface design, and implementation so the coding agent receives a constrained problem instead of an open-ended prompt.",
  "observed_at": "2026-07-11",
  "why_it_matters": "This dated record adds public evidence to the goal scoped loops replace manual continuation, verification bandwidth is the scarce resource analysis and keeps the claim auditable as the underlying products and practices change.",
  "novelty": "notable",
  "verification_level": "source-linked",
  "signal_type": "operating-model",
  "evidence_kind": "creator-source",
  "status": "published",
  "telegram_message_id": 2662,
  "telegram_url": "https://t.me/qwgai/2662",
  "topics": [
    "coding-agents",
    "specification",
    "workflow"
  ],
  "entities": [],
  "related_patterns": [
    "goal-scoped-loops-replace-manual-continuation",
    "verification-bandwidth-is-the-scarce-resource"
  ],
  "source_urls": [
    "https://youtube.com/watch?v=Aie0nYktsNA"
  ],
  "import_batch": "telegram-2026-07-17-new-sources-v3",
  "routes": {
    "html": "https://newruntime.com/signals/an-ai-coding-workflow-starts-with-data-and-interfaces/",
    "markdown": "https://newruntime.com/signals/an-ai-coding-workflow-starts-with-data-and-interfaces.md",
    "json": "https://newruntime.com/signals/an-ai-coding-workflow-starts-with-data-and-interfaces.json"
  },
  "source_format": "telegram-export-normalized-json"
}