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From Token Maxing to Outcome Maxing in AI Engineering

AI coding tools are helping engineers write code faster. But faster code does not automatically mean better business outcomes.

Vitaly Gordon, cofounder and CEO of Faros, joins The Tech Trek to talk about the gap between AI adoption and measurable results. The conversation looks at why engineering teams are spending more on AI, how enterprises are thinking about ROI, and why existing processes can become the bottleneck even when code generation speeds up.

Vitaly also explains why AI adoption inside large organizations looks different from simply giving engineers access to new tools. Teams…

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