You're Not Paid to Write Code

Engineers who deliver the most value aren't the fastest coders — they're the ones who think first, ask questions, and sometimes conclude that no code is needed at all. Code is a liability, not an asset: every line must be maintained, understood, and eventually changed. Jumping straight to implementation often means solving the wrong problem, as illustrated by a checkout performance example where the real issue was form complexity, not query speed. Organizational incentives (promotions tied to features shipped, not problems avoided) push teams toward code-first behavior. AI amplifies this: a 2025 METR study found developers were actually 19% slower with AI tools despite expecting to be faster, and GitClear data showed 4x more copied code. The solution is a 'thinking-first' approach — writing a short paragraph defining the real problem, who it affects, and how success is measured before touching the editor. Amazon's 'Working Backwards' process is cited as a model. The engineer's real job in 2026 is problem framing, architectural judgment, deciding what not to build, and validating AI-generated output — not raw code output.