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Anthropic tests Claude Code for daily software maintenance with 46% merge rate

Anthropic is experimenting with its Claude Code AI to perform daily maintenance tasks on the company's internal software. Over a few weeks, Claude Code generated 388 pull requests, with 46% of them being merged after human review. This initiative is seen as a promising early indicator for the potential of AI in handling software upkeep. AI

IMPACT This internal test suggests AI could automate routine software maintenance, potentially freeing up developer time for more complex tasks.

RANK_REASON This is a test of an AI tool for internal software maintenance, not a general release or a significant industry-wide development.

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Anthropic tests Claude Code for daily software maintenance with 46% merge rate

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  1. The Decoder TIER_1 English(EN) · Matthias Bastian ·

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

    <p><img alt="" class="attachment-full size-full wp-post-image" height="768" src="https://the-decoder.com/wp-content/uploads/2026/08/claude_logo-1.png" style="height: auto; margin-bottom: 10px;" width="1376" /></p> <p> Anthropic is testing whether Claude Code can handle daily main…