Latent Space: The AI Engineer Podcast cover image

Extreme Harness Engineering for Token Billionaires: 1M LOC, 1B toks/day, 0% human code, 0% human review — Ryan Lopopolo, OpenAI Frontier & Symphony

Latent Space: The AI Engineer Podcast

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Agents Need Company Context Not Just Model Smarts

  • Agents that do economically valuable work need a company-specific knowledge layer, not just generic model intelligence.
  • Ryan Lopopolo says their codebase injects team members, customers, pilots, product vision, and business ontology so agents can act with domain context.
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