{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2503",
  "slug": "ai-compresses-coding-not-whole-sdlc",
  "title": "AI compresses coding, not the whole software lifecycle",
  "description": "Implementation time can collapse while requirements, architecture, validation, review, and maintenance stay constrained by human judgment.",
  "observed_at": "2026-06-23",
  "why_it_matters": "Organizations that optimize only generation create larger downstream queues, so agentic engineering needs output and trajectory evals across the full lifecycle.",
  "novelty": "structural",
  "verification_level": "source-inspected",
  "signal_type": "field-report",
  "evidence_kind": "mixed",
  "status": "published",
  "telegram_message_id": 2503,
  "telegram_url": "https://t.me/qwgai/2503",
  "topics": [
    "software-lifecycle",
    "coding-agents",
    "evals"
  ],
  "entities": [
    "Addy Osmani",
    "Kaggle"
  ],
  "related_patterns": [],
  "source_urls": [
    "https://addyosmani.com/blog/new-sdlc-vibe-coding",
    "https://kaggle.com/whitepaper-the-new-SDLC-with-vibe-coding"
  ],
  "import_batch": "telegram-2026-07-17-v1",
  "routes": {
    "html": "https://newruntime.com/signals/ai-compresses-coding-not-whole-sdlc/",
    "markdown": "https://newruntime.com/signals/ai-compresses-coding-not-whole-sdlc.md",
    "json": "https://newruntime.com/signals/ai-compresses-coding-not-whole-sdlc.json"
  },
  "source_format": "telegram-export-normalized-json"
}