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Cyber Security

Designing an AI serving harness built to last

Image: MIT Technology Review

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Coverage

Coverage

  • MIT Technology Review · October 22, 2026 21:17
    The next competitive advantage in enterprise AI has less to do with which model you choose than with what you build around it. That’s an important shift. For the past several years, much of the AI conversation has centered on model capability: bigger models, better reasoning, larger context…

More coverage

  • The Hacker News · October 21, 2026 10:32
    An AppSec team can point an AI agent running on a general-purpose model at its own web apps with little setup. Sure, the model writes the attacks. But everything that makes those attacks safe to run against production and worth acting on afterward lives in the harness around the model. The harness…
  • The New Stack · October 22, 2026 16:31
    Ramp spent months testing managed agent APIs, open-source frameworks, and third-party platforms before concluding it would be better off building The post Ramp built an AI agent harness in six weeks — and LangChain’s CEO says it’s part of a bigger shift appeared first on The New Stack .