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EPISODE · Feb 12, 2026 · 21 MIN

What Took a Year Now Takes an Hour

from The AI Outcome by PVAI Consulting · host Michael DeNunzio, Pete Monk

Episode #5: What Took a Year Now Takes an HourEpisode Highlights[00:00] Introduction to this free-form discussion on the rapid acceleration of AI.[01:15] The Google Revelation: How Claude Code built in one hour what a full engineering team took a year to develop.[03:45] The Organizational Constraint: When AI execution outpaces a company's ability to make decisions.[05:20] Rethinking Auggie: How collapsing development cycles are forcing a total reset of product roadmaps.[07:10] The "Perfect Storm": Navigating time collapse, sudden excess capacity, and intensifying AI evolution.[10:30] The CEO’s New Mandate: Why leadership must transition from "signing off" on AI to actively orchestrating a new workforce model.[14:15] The Compensation Crisis: Addressing how to value and pay employees who deliver a week's worth of traditional work in minutes.[18:40] Establishing Validation Centers: The critical need for human-in-the-loop checkpoints to verify AI outputs for sensitive data.[21:05] Avoiding the "Tool Chasing" Trap: Why your underlying operating model matters more than the specific LLM of the week.[23:50] Closing Thoughts: Preparing for the next "Claude Code" moment and building institutional memory.Featured ResourcesAI Virtual Customer Platform: https://auggietalk.ai/Official Website: https://www.pvaiconsulting.com/Connect With UsTo learn more about operationalizing AI and navigating cycle-time compression, reach out to us directly:Michael DeNunzio: [email protected] Monk: [email protected]: PVAI Consulting

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What Took a Year Now Takes an Hour

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This episode was published on February 12, 2026.

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Episode #5: What Took a Year Now Takes an HourEpisode Highlights[00:00] Introduction to this free-form discussion on the rapid acceleration of AI.[01:15] The Google Revelation: How Claude Code built in one hour what a full engineering team took a...

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