Why We Bet on Rust to Supercharge Feature Store at Agoda

Why We Bet on Rust to Supercharge Feature Store at Agoda

Why We Bet on Rust to Supercharge Feature Store at Agoda

Original URL: https://medium.com/agoda-engineering/why-we-bet-on-rust-to-supercharge-feature-store-at-agoda-ed4a70d2efb7

Article Written: October 8, 2025

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Type: project

Summary

The article discusses Agoda's decision to migrate their Feature Store Serving system from a JVM-based stack to Rust, driven by performance and reliability challenges. It details the migration process, including the proof of concept, performance benchmarks, and the importance of shadow testing to ensure correctness. The transition resulted in significant efficiency gains, handling five times more traffic while drastically reducing CPU and memory usage, leading to substantial cost savings. The article emphasizes the role of AI tools and the Rust compiler in facilitating the team's adoption of Rust despite their initial lack of experience.