{
 "name": "forward-deployed engineers",
 "type": "concept",
 "episodes": [
  "all-in-2026-07-20-mark-cuban-on-the-ai-bubble-who-actually-gets-wiped-out",
  "lenny-s-podcast-2026-08-23-how-to-close-100k-enterprise-deals-step-by-step-jen-abel"
 ],
 "claims": [
  {
   "holder": "Mark Cuban",
   "claim": "The AI industry's dependence on 'forward-deployed engineers' is itself proof that today's AI is not real AGI, because true AGI would let you simply ask AI to implement what you need without armies of human hand-holders.",
   "stance": "opinion",
   "conviction": 0.75,
   "subjects": [
    "forward-deployed engineers",
    "AGI"
   ],
   "timestamp": "8:15",
   "quote": "If you need to have forward deployed engineers, that tells you all you need to know about AI, because by definition, you should just be able to ask AI to do what I need you to do and ask and tell me how to implement it, right?",
   "episode_id": "all-in-2026-07-20-mark-cuban-on-the-ai-bubble-who-actually-gets-wiped-out",
   "published_at": "2026-07-20"
  },
  {
   "holder": "Mark Cuban",
   "claim": "Palantir CEO Alex Karp's criticism of companies handing their proprietary 'alpha' to AI vendors is hypocritical, since Palantir runs the same forward-deployed-engineer consulting model it criticizes.",
   "stance": "opinion",
   "conviction": 0.75,
   "subjects": [
    "Palantir",
    "Alex Karp",
    "forward-deployed engineers"
   ],
   "timestamp": "8:15",
   "quote": "And then you have Alex Card from Palantir freaking out, saying, how can you give your alpha to these companies? When, in my opinion, he's just saying, they're doing what we're doing, right?",
   "episode_id": "all-in-2026-07-20-mark-cuban-on-the-ai-bubble-who-actually-gets-wiped-out",
   "published_at": "2026-07-20"
  },
  {
   "holder": "Jen Abel",
   "claim": "A forward-deployed engineer is valuable when the role removes customer work, but using one to compensate for a hard-to-use product can make a $100K deal uneconomic.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "Forward-deployed engineers",
    "Enterprise pricing"
   ],
   "timestamp": "59:52",
   "quote": "I'm all about it if it's taking the work off their plate and accelerating and controlling the situation all day every day. But is it, are you using a forward deployed engineer because your product is so gnarly and hard to do?",
   "episode_id": "lenny-s-podcast-2026-08-23-how-to-close-100k-enterprise-deals-step-by-step-jen-abel",
   "published_at": "2026-08-23"
  }
 ],
 "predictions": [],
 "facts": [
  {
   "statement": "Microsoft has hired 6,000 forward-deployed engineers, and Anthropic and OpenAI are both deploying engineers directly into client companies.",
   "subjects": [
    "Microsoft",
    "Anthropic",
    "OpenAI",
    "forward-deployed engineers"
   ],
   "value": "6,000 hires at Microsoft",
   "timestamp": "8:15",
   "quote": "Yet here you have Microsoft hiring 6,000 people, right? You have Anthropic, OpenAI, all saying they're going to deploy to these companies",
   "source": "Mark Cuban",
   "episode_id": "all-in-2026-07-20-mark-cuban-on-the-ai-bubble-who-actually-gets-wiped-out",
   "published_at": "2026-07-20"
  }
 ],
 "first_seen": "2026-07-20",
 "last_seen": "2026-08-23"
}