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1 IDEA

The 5 AI Guardrails that Actually Worked

13 Nov 2025

Description

Rachit Lohani (fmr. CTO @ Paylocity) has seen the same pattern everywhere: engineering leaders getting hammered with "Why aren't we more productive with AI?" Teams are using AI. They're writing more code. But nobody can answer whether it actually matters. For his one idea, Rachit breaks down why AI productivity metrics fail — and the guardrails that make them useful. We cover: The 5 guardrails to build before building with AI The two biggest challenges killing real AI adoption — and what to do instead How to move from vanity metrics to measurable outcomes And, check out Suresh’s favorite idea: The ⁠Self-Driving Cloud™⁠.  

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