Case Study: Graphite speeds up code review by 40x with Claude

Graphite speeds up code review by 40x with Claude

Graphite, a modern developer platform, faced the challenge of scaling code review, a critical bottleneck in software development. Their early experiments with AI for this task were disappointing due to models that would hallucinate and provide incorrect feedback, frustrating developers who waited hours or days for reviews. They needed a solution with human-level code understanding and high accuracy to transform this process for their customers.

By implementing Anthropic's Claude, specifically the Claude 3.5 Sonnet model, Graphite built a powerful AI code reviewer. The solution provides a 40x faster feedback loop, cutting review time from an hour to 90 seconds. The results are significant, with a 96% positive feedback rate on AI-generated comments and a 67% implementation rate of the suggested changes, allowing developers to catch bugs and maintain quality at machine speed.

Graphite

Tomas Reimers

Co-founder