Updates under 30 lines sat for 65 hours. Gemini now auto-approves safe changes, saving 70k developer hours monthly.
A leading Latin American delivery platform processes over 160 million monthly orders across food, grocery, and fintech services with a team of 1,400 engineers.
Code reviews created a significant bottleneck, with developers waiting an average of 65 hours for approval even on small updates under 30 lines. This...
“A escolha pelo Google Cloud, especificamente pelo Vertex AI neste projeto, foi crucial por oferecer um modelo de IA generativa como o Gemini 2.5 Flash, que era, de longe, o mais eficiente em custo-benefício.”
Online food delivery and grocery marketplace platform in Brazil.
Cloud computing services, AI infrastructure, and data analytics platforms for enterprises.
Related implementations across industries and use cases
Manual code reviews missed bugs and slowed delivery. AI now drafts pull request summaries and flags missing tests across 15,000 repos.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
Manual reviews couldn't keep pace. Claude now uses IDE tools to validate logic, cutting first reviews from hours to minutes.
Manual code reviews missed bugs and slowed delivery. AI now drafts pull request summaries and flags missing tests across 15,000 repos.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
Shoppers built lists item-by-item. Now, they build full baskets in one prompt, while staff automate internal workflows.
Online shoppers lacked guidance to navigate 26,000 appliances. An AI agent now matches natural queries to technical specs, driving sales.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.
Updates under 30 lines sat for 65 hours. Gemini now auto-approves safe changes, saving 70k developer hours monthly.
A leading Latin American delivery platform processes over 160 million monthly orders across food, grocery, and fintech services with a team of 1,400 engineers.
Code reviews created a significant bottleneck, with developers waiting an average of 65 hours for approval even on small updates under 30 lines. This...
“A escolha pelo Google Cloud, especificamente pelo Vertex AI neste projeto, foi crucial por oferecer um modelo de IA generativa como o Gemini 2.5 Flash, que era, de longe, o mais eficiente em custo-benefício.”
Online food delivery and grocery marketplace platform in Brazil.
Cloud computing services, AI infrastructure, and data analytics platforms for enterprises.
Related implementations across industries and use cases
Manual code reviews missed bugs and slowed delivery. AI now drafts pull request summaries and flags missing tests across 15,000 repos.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
Manual reviews couldn't keep pace. Claude now uses IDE tools to validate logic, cutting first reviews from hours to minutes.
Manual code reviews missed bugs and slowed delivery. AI now drafts pull request summaries and flags missing tests across 15,000 repos.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
Shoppers built lists item-by-item. Now, they build full baskets in one prompt, while staff automate internal workflows.
Online shoppers lacked guidance to navigate 26,000 appliances. An AI agent now matches natural queries to technical specs, driving sales.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.