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An AI Now Judges Every Move Rubrik's Agents Make, Its AI Chief Said at VB Transform 2026 - but No One's Measured If the Judge Is Right

At a CISO roundtable organized by Anthropic's chief information security officer, Dev Rishi asked a simple question: Did everyone in the room have their AI.

Why It Matters

Transitions AI from a passive assistant to an active developer partner capable of multi-step planning and repository-level code execution.

Implications

  • Increases engineering throughput by automating boilerplates, bug resolution, and pull request generation.
  • Highlights a shift toward system designs that run tools, execute shells, and self-correct.

Strategic Outlook

Moves the industry closer to autonomous systems, shifting the engineer's role from writing syntax to system design and review.

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