The original title is 11 words: "The Junior Engineer Is Not Disappearing. The Way We Train One Is."

Short summary

The article argues that AI isn't eliminating junior engineers—it's eliminating the spec-to-code translation task that used to be their primary training ground. The real problem is that judgment was historically built through years of execution work (bug fixes, edge cases, code review), and that execution work is exactly what AI agents now handle. The solution requires deliberately building judgment in schools, bootcamps, and courses before someone enters the workforce, rather than relying on on-the-job reps that no longer exist.

• •AI is eating the spec-to-code translation task, not the junior engineer role itself
• •Judgment was built through years of execution work that AI agents now absorb
• •Education systems must deliberately build judgment before first job, not rely on on-the-job training

Generated with AI, which can make mistakes.