AI Is Accelerating Code, But Human Validation Remains the Real Bottleneck

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A podcast by tech firm GeekyAnts, hosted by Prem and featuring co-founder Sanket Sahu, explored what he calls the 'AI-native shift' reshaping software development in 2025-2026. Sahu argued that while AI tools have compressed coding timelines dramatically, the human processes of review, validation, and collaboration have not kept pace, creating a critical bottleneck for product teams. The discussion also noted that traditional engineering roles are blurring, with designers, product managers, and developers increasingly expected to work across disciplines using AI-native tools. Senior architects who understand complex system design are becoming more valuable, not less, as junior developers lean heavily on AI-generated code. The podcast also warned that companies blindly adopting AI infrastructure risk exhausting budgets rapidly due to unoptimized processes and autonomous agent failures.

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