(AI Gen) How We Built a Context-Aware Review Bot That Transformed Our Code Reviews
From Tilt Engineering by Tilt Finance
October 26, 2025 · 2 min · Episode 20
About this episode
Tilt developed a context-aware review bot that enhances code reviews and reduces cycle time significantly.
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.
Topics covered
- code reviews
- AI tools
- fintech
- software development
- engineering
- productivity
Keywords
- context-aware
- review bot
- code quality
- velocity
- architectural patterns
- feedback
- review cycles
Mentioned in this episode
Organizations: Tilt Finance, Augment Code, Tilt, Empower Finance
More episodes of Tilt Engineering
- (AI Gen) The Weak EM Will Become An NPC · June 9, 2026 · 20 min
- (AI Gen) Teaching AI to Read the Room: How We Built an Automated Incident Classifier · May 1, 2026 · 21 min
- (AI Gen) Adventures in the Modern Monolith: How do you keep a secret at Tilt? · April 10, 2026 · 23 min
- (AI Gen) AI DevOps: Building Intelligent Incident Response Systems · February 13, 2026 · 14 min
- (AI Gen) Entropy Resistance · January 8, 2026 · 9 min
- (AI Gen) Set Your AI Up for Success: How BDD Tickets Drive Quality Outcomes · November 28, 2025 · 2 min
Explore listener stats, chart rankings, contacts and more on the Tilt Engineering podcast page.