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TechnologyAlmost every team now codes with AI, but only a third govern it. The teams pulling ahead aren't the ones adopting fastest — they're the ones who treat reviewing AI's output as seriously as they treated writing their own.
AI Advisor · CTO · Builder
Hitesh
Sarda
AI advisory at the intersection of research, engineering, and business outcomes — helping leadership teams in Retail, Loyalty, and Industrial domains make evidence-based decisions. Based in Hyderabad. Writing since 2009.
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AI Writes the Code. Who Governs It?
Almost every team now codes with AI, but only a third govern it. The teams pulling ahead aren't the ones adopting fastest — they're the ones who treat reviewing AI's output as seriously as they treated writing their own.
I Don't Want My AI to Lie to Me. I Want It to Say No.
Anthropic's Fable 5 shipped with two guardrails: one that refused honestly, and one that quietly degraded the answer without telling you. The second is the dangerous kind, and Anthropic's own reversal shows why.
We Stopped Laughing at GenAI
For a while we treated generative AI as a parlor trick with bad hands and a habit of making things up. Five kinds of story I keep seeing have quietly ended that phase — and left me with a more uncomfortable question than 'will it take my job?'
Beyond the Chatbox: The Rise of the Sovereign Engineer
AI is not replacing software engineers. It is changing what engineering excellence looks like. The future belongs to engineers who can own outcomes, not just write code.