The Coding-Is-My-Value Trap: For years, we've treated the ability to write code as the flagship skill of software engineering. It's concrete, it's teachable, it's the thing big box stores sell kits for. But conflating "what I enjoy about the job" with "what I'm actually valuable for" is dangerously reductive — and AI is now exposing that gap.
The Skills You've Been Discounting: Domain expertise, systems thinking, risk and bottleneck analysis, organizational design, tech-lead-level sequencing of work, relational skills that unblock hard moments in a company's life. These have always been where a lot of your real value lived. You probably just weren't writing them down.
The Three-Part Framework — Valuable, Durable, Transferable: A skill worth investing in hits as many of these as possible. Valuable means it meets a clear business need. Durable means it survives industry shifts. Transferable means it applies across domains and scales up as you grow more senior.
What "Durable" Actually Means: Ask yourself: what would have to change for this skill to become obsolete? Coding, on its own, has a lower durability answer than it used to. Relationship building, architectural thinking, and the ability to reason about complexity require much bigger shifts before they stop mattering.
Transferability Is Vertical, Not Just Lateral: Don't just ask whether a skill moves across industries. Ask whether it keeps paying off as you move into more senior, higher-leverage roles. Soft skills, systems thinking, and mental models like compound interest compound themselves the further up you go.
Episode Homework: Make your own list. Which of your skills are valuable, durable, and transferable? Every engineer's list looks different — and the ones you've been quietly discounting are often the ones that matter most going forward.

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Building Real Skills During the AI Boom - No, Not That Kind of Skill

Developer Tea

Building Real Skills During the AI Boom - No, Not That Kind of Skill