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AI isn't replacing engineers — it's changing where judgment creates value. Execution is getting cheaper. Context, communication, and knowing what questions to ask are becoming the real leverage. Former Broadway performer turned Spotify engineer Carla Stickler returns four years later to talk about what changed: AI-assisted development, remote work tradeoffs, recruiting failures, and why human networks still outperform automation. Carla explains how engineering shifted from writing code toward managing AI systems, reviewing outputs, and applying judgment. She describes tools like Claude and Cursor less like software and more like collaborators. But this isn't just a productivity story. This conversation goes deeper into the systems behind work: • Why AI works best as a tool — not a replacement for human judgment • Why remote work created unexpected career risk through isolation • The hidden value of office environments and informal information flow • Why interpersonal skills increasingly determine leverage • How AI hiring systems create failure loops where bots evaluate bots • Why recruiting breaks when humans disappear from the process • Why creators, musicians, and engineers still differentiate through originality For founders and operators, this episode is really about incentives and signal: As AI commoditizes execution, where does human value move? ⏱️ CHAPTERS 00:00 Carla Returns: G2 → Spotify + Life Update 02:10 AI Changed Engineering Faster Than Expected 04:35 Do Front-End Engineers Survive AI? 07:15 Why Carla Is Moving Back to NYC 10:00 Remote Work's Hidden Career Costs 13:10 Information Doesn't Move Through Slack 16:00 Visibility, Networks & Career Leverage 19:40 Communication Became a Technical Skill 23:20 AI vs Human Creativity 26:15 Why Products Still Need Taste 29:00 Bots Hiring Bots: Recruiting Is Breaking 33:00 “I Don’t Write Code Anymore” 35:15 AI as a Tool vs AI as the Solution

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