Research

• Ecosystem Blindness: When the Model Doesn't Know Its Own Habitat

  An empirical finding from 20 days of AI-augmented solo development: a third category of hallucination.

  Research 3 July 2026

• Effort Inversion: When the Code Is Done Before the Estimate Allows

  An empirical finding from 20 days of AI-augmented solo development.

  Research 29 June 2026