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We read 100 agent sessions to find out what the human actually contributes

· 9 min read
We read 100 agent sessions to find out what the human actually contributes | Agentic PrinciplesA transcript study of 1,567 human turns in coding-agent sessions, separating the turns that carried information from the turns that only carried permission.Agentic Principlesfield-noteagentic-principlesfield-noteevaluatorresearcherunderstand-safe-agentic-codingresearch

Source-owned field note · blog/2026-08-25-what-the-operator-actually-contributes.md · revision 777c7fa953dc

The median instruction given to a coding agent in our sample is eleven words long and sets off eight tool calls. That ratio is the whole economics of agentic work in one line: a very small amount of human input steering a very large amount of machine work.

So we went looking for the obvious follow-up question. Of those eleven words — how many mattered?