Ad-hoc manual evaluations couldn't keep pace with rapid AI iteration. Scoring updates against real developer PRs cut negative rules.
A software development platform building an automated code reviewer that countless developers rely on for accurate pull request feedback.
The engineering team struggled to ensure their models consistently provided actionable and relevant suggestions. Their ad-hoc manual evaluation...
AI code review platform and developer workflow tools for engineering teams.
AI observability and evaluation platform that helps developers build, test, and monitor LLM-powered applications.
Graphite's Code review is part of this use case:
Related implementations across industries and use cases
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Engineers relied on fragmented spreadsheets and manual reviews to test AI. Now, an automated framework continuously validates models.
Standard tools mislabeled 1 in 5 reviews. By routing tasks to specialized models, the system now delivers trusted, nuanced insights.
Standard tools mislabeled 1 in 5 reviews. By routing tasks to specialized models, the system now delivers trusted, nuanced insights.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
A solo operator was firefighting volume. AI now resolves 50k monthly inquiries, freeing humans to handle complex enterprise cases.
Reps struggled to match thousands of use cases. AI now scans 1,500 accounts for triggers and drafts pitches, saving 10+ hours weekly.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.
Ad-hoc manual evaluations couldn't keep pace with rapid AI iteration. Scoring updates against real developer PRs cut negative rules.
A software development platform building an automated code reviewer that countless developers rely on for accurate pull request feedback.
The engineering team struggled to ensure their models consistently provided actionable and relevant suggestions. Their ad-hoc manual evaluation...
AI code review platform and developer workflow tools for engineering teams.
AI observability and evaluation platform that helps developers build, test, and monitor LLM-powered applications.
Graphite's Code review is part of this use case:
Related implementations across industries and use cases
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Engineers relied on fragmented spreadsheets and manual reviews to test AI. Now, an automated framework continuously validates models.
Standard tools mislabeled 1 in 5 reviews. By routing tasks to specialized models, the system now delivers trusted, nuanced insights.
Standard tools mislabeled 1 in 5 reviews. By routing tasks to specialized models, the system now delivers trusted, nuanced insights.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
A solo operator was firefighting volume. AI now resolves 50k monthly inquiries, freeing humans to handle complex enterprise cases.
Reps struggled to match thousands of use cases. AI now scans 1,500 accounts for triggers and drafts pitches, saving 10+ hours weekly.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.