{
  "video_id": "W2EDdZplLcU",
  "channel": "alexey-grigorev",
  "title": "Building AI Agents with MCP, PydanticAI & OpenAI | Full Workshop",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "avg_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Practical end-to-end agent workshop covering OpenAI tools, PydanticAI, MCP patterns with working code; directly applicable to Aria's multi-agent architecture despite limited novelty in concepts.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005272000000000001,
  "triaged_at": "2026-05-22T03:07:06.522730+00:00"
}