Anthropic rewrites its core APIs with Claude, cutting CPU usage by 40% to 50%.
1 days ago
Insight Beating AI Flash News: Katelyn Lesse, Head of Platform Engineering at Anthropic, disclosed in an interview with Latent Space that the company has migrated its Messages API from Python to Rust. Following the upgrade, the API service’s CPU usage is estimated to have fallen by roughly 40% to 50%, and first-token response latency improved by around 10% to 20%. The Messages API is the primary interface for developers to interact with Claude. As request volumes surged, the original Python monolithic service became increasingly CPU-heavy, leading the team to rewrite it directly in Rust. However, when the project kicked off, the migration team did not have a single Rust engineer. Ultimately, Claude handled the bulk of the code writing, while human engineers focused on architecture design and validation. The team first built a full Rust version, ran side-by-side tests where both new and old systems processed identical requests, compared outputs step by step, then gradually shifted production traffic over. The team also hired several Rust-experienced engineers during the process. Lesse added that migrations of this scale in the past would usually be split into multiple phases and take years. This time, the team completed the full API migration and rolled it out fully in September.
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