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Welcome to this week's Product Thursday. We are diving deep into the shift occurring in 2026, where the B2B landscape is being reshaped by AI agents creating a "winner-take-most" dynamic that threatens to crush the middle of the SaaS market. We explore the concept of "population-level thinking" required when AI agents interact at scale, and how AI is democratizing product coaching, allowing human leaders to focus on high-level transformation. We also tackle the evolving nature of skills and work. While AI dramatically increases output, it may slow down "per-task" learning, requiring us to balance high throughput with deep skill formation. We discuss the trap of "vibe coding"—building polished solutions to nonexistent problems—and how Parkinson's Law ensures that AI expands the scope of work rather than reducing our hours. Finally, we look at the systems that keep us sane. We argue that technical debt is actually a "cognitive load" problem driven by organizational issues, and why transparency matters more than forcing every team onto the same tracker. From building an AI-native PM operating system to "Latent Space Engineering" that uses emotional cues to guide agents, we cover the tools and mental models you need to navigate this new era of abundance. https://vocaltechnologist.cyou