<p>Suzanne Daniels is a Top Microsoft Advisor who works with CTOs and engineering leaders across EMEA on developer productivity, GitHub, and AI adoption. Her take: the industry is obsessing over coding speed, but that was only ever level one. The real shift is in who defines the solution, not who writes the code.</p><p><br></p><p>In this episode, we cover:</p><ul><li>Why the &quot;55x faster coding&quot; marketing misses the point entirely</li><li>The counterintuitive research showing junior engineers adopt AI faster than seniors</li><li>&quot;Coding is cheap, software is expensive&quot; and what that means for your career</li><li>How the boundary between product and engineering is disappearing</li><li>Why most AI coding tools are 80% the same and what to focus on instead</li><p><br></p></ul><p>Whether you&#39;re early in career and struggling to land a role, or a senior engineer rethinking where your value lies, Suzanne breaks down what actually matters when the coding part becomes cheap.</p><p><br></p><p>Timestamps:</p><p>00:00:00 - Intro</p><p>00:01:15 - Is AI Productivity the Whole Story?</p><p>00:03:26 - Why Outcomes Matter More Than Code Output</p><p>00:04:13 - The Real Value Was Never in the Coding</p><p>00:06:06 - The Product-Engineering Boundary Is Disappearing</p><p>00:07:37 - Why Junior Engineers Are Actually in High Demand</p><p>00:09:41 - Research Says Juniors Adopt AI Faster Than Seniors</p><p>00:11:31 - The Rise of Comb-Shaped Engineers</p><p>00:12:32 - The Energy Juniors Bring That Teams Need</p><p>00:14:06 - How Seniors Codify Knowledge for Agents and Humans</p><p>00:16:35 - Advice for Early Career Engineers Right Now</p><p>00:19:04 - Old Principles Getting a New Polish</p><p>00:21:13 - Coding Is Cheap, Software Is Expensive</p><p>00:22:52 - Will Agentic Development Change Your Programming Language?</p><p>00:24:53 - What Even Is an Application in the Agent Era?</p><p>00:28:34 - The Authenticity Paradox of AI-Written Content</p><p>00:30:12 - Why Your AI Output Needs a Human Value Add</p><p>00:32:12 - Is Open Source at Risk Because of AI?</p><p>00:35:09 - When Your Favorite Tool Doesn&#39;t Follow You to the Next Job</p><p>00:36:45 - Most AI Coding Tools Are 80% the Same</p><p>00:38:15 - What Engineering Leaders Should Enable Beyond Licensing</p><p>00:42:58 - Should You Leave If Your Company Won&#39;t Let You Experiment?</p><p>00:45:16 - Platform Engineering as the Foundation for AI Adoption</p><p><br></p><p>Guest: Suzanne Daniels<br><a href="https://www.linkedin.com/in/suzannedaniels" target="_blank" rel="noopener nofollow">https://www.linkedin.com/in/suzannedaniels</a></p><p><br></p><p>#SoftwareEngineering #AICoding #BeyondCoding</p>