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Claude Code now runs daily maintenance on Anthropic's software with a 46 percent merge rate

Anthropic is testing whether Claude Code can handle daily maintenance of the company's own apps, from crash fuzzing to dead-code removal. In a few weeks, the AI created 388 pull requests, and 46 percent were merged after human review. Claude Code inventor Boris Cherny sees this as "early signs of life that this might be possible."

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Claude Code now runs daily maintenance on Anthropic's software with a 46 percent merge rate

Anthropic tested Claude Code for daily upkeep across platforms, creating 388 PRs in weeks with 46% merge rate. The model proves autonomous AI can sustain production maintenance—crash fixes, code removal—letting developers focus on strategic priorities.

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Anthropic reveals Claude now authors more than 80% of its production code

Claude authored 80% of Anthropic production code (76% success, 8x faster merge) since February 2025. Autonomous technical work is viable, but automated review caught only one-third of bugs—exposing alignment gaps for enterprise AI-assisted development adoption.

Claude Code now runs daily maintenance on Anthropic's software with a 46 percent merge rate

Anthropic reveals Claude now authors more than 80% of its production code

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Claude Code now runs daily maintenance on Anthropic's software with a 46 percent merge rate

Anthropic reveals Claude now authors more than 80% of its production code