Devin Learns to Grade Its Own Homework

Cognition has updated its AI software engineer Devin to test its own code using GPT-6 Astra, with the stated ambition of reducing review fatigue for human developers and accelerating deployment cycles.

• Cognition claims the integration will significantly cut down the time engineers spend reviewing generated code.
• Leveraging GPT-6 Astra aims to close the loop between writing software and proving it actually works.
• The ultimate goal is to let humans ship more code while doing substantially less actual engineering.

Why should I care? Could be big
Autonomous software testing that actually works remains rare enough to warrant cautious observation.

Read the original: Cognition helps Devin test its own work with GPT‑6 Astra