What Happens to Engineers When AI Writes All the Code?

2026-09-15

As agents produce more code, engineers shift toward monitoring, setting direction, deciding scope, evaluating changes, and improving the entire product loop. PostHog reports that agent-opened pull requests rose from about 20% to 70% in four months, while merged pull request volume more than tripled with only 10% engineering headcount growth.