AnalysisAI ModelsSeptember 11, 2026

Developer burns 4B tokens testing GPT 6 Astra as a coding agent

Armin Ronacher let GPT 6 Astra run an autonomous "software factory" for 35 hours on a full ChatGPT token reset — roughly 4 billion tokens — and says it delivered nothing of value. He calls the model impressive at computer use and images but unusable for actual software engineering.

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