Raising Seniors
Rethinking How We Grow Engineers in the Age of AI
Sponsored by
The obituary for the junior developer has hardened into common sense: why pay for an apprentice when an agent writes the function first? This paper argues that the obituary rests on a mistake about what made anyone senior in the first place. It was never the code. It was judgment, built from a thousand small failures and sharpened by the juniors who refused to accept what their seniors had quietly agreed to tolerate.
Opening with a letter to a senior engineer, the authors trace how every layer of abstraction has been called cheating, define what a senior engineer is becoming in 2026, and make the case that a junior is an investment in a feedback loop that runs both ways. With the accidental learning of syntax gone, growing wisdom has to be intentional, and the paper shows how organizations can build that path on purpose.
What's inside
- Letter to a Senior — A candid argument, engineer to engineer, for why mastery of the vanishing layer is not worth and why the next generation still needs you.
- The 2026 Senior Engineer — Seniority measured by the time horizon you can own and the judgment you can exercise, with the emerging archetypes of feature builder, platform engineer, and process engineer.
- Juniors as Future Seniors — Why the definition of a junior has moved from output producer to apprentice on the path to wisdom, and what that changes about hiring and mentoring.
- Synthetic Struggle — How to deliberately create the learning that syntax used to provide, so juniors reason through problems instead of pasting answers.
- Topics
- Workplace Culture · Leadership · AI
- Formats
- epub · pdf
- License
- Creative Commons BY-NC-SA
