Tilt (formerly Empower Finance) developed a context-aware review bot using Augment Code's context engine to transform code quality and velocity on its fintech platform. By leveraging Augment's deep codebase understanding of architectural patterns and team conventions, which distinguishes it from generic AI tools, the bot provides more consistent feedback and achieves faster review cycles, reducing cycle time by up to 40%. This solution allows engineers to focus on architectural decisions and complex logic, serving as an augmentation, not replacement, for human reviewers.