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Boris Cherny's Experiment with Claude for App Maintenance
Boris Cherny describes an experiment using Claude AI to automate day-to-day app maintenance across multiple platforms through a Slack channel, with routines handling crash fixing, code deduplication, dead code removal, and abstraction improvements. Over several weeks, Claude generated 388 PRs with a 46% merge rate after human review, demonstrating promising results for AI-assisted mechanical code changes.
Built for AI agentsACO · 399 tokens
Summary
Boris Cherny describes an experiment using Claude AI to automate day-to-day app maintenance across multiple platforms through a Slack channel, with routines handling crash fixing, code deduplication, dead code removal, and abstraction improvements. Over several weeks, Claude generated 388 PRs with a 46% merge rate after human review, demonstrating promising results for AI-assisted mechanical code changes.
Tags
ai-automation · claude · code-maintenance · devops · pull-requests · software-engineering · slack-integration
Key entities
Boris Cherny (person, 0.99) · Claude (technology, 0.99) · Slack (technology, 0.95) · iOS (technology, 0.9) · Android (technology, 0.9) · AI-assisted code maintenance (concept, 0.95) · automated pull requests (concept, 0.92)
Classification
analysis · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 15 Aug 2026