LogLens — AI-Native Log Triage Dashboard

LogLens is an AI-native log triage dashboard built for DevOps engineers and SREs who need to quickly make sense of large volumes of server logs during an incident. Instead of manually scanning through pages of raw log output, users paste their logs into the app and click "Run Triage." An AI model analyzes each log entry and classifies it into one of three severity categories: Critical, Warning, or Info. Each classified entry is displayed as a color-coded card — red for critical failures like database timeouts or payment gateway errors, yellow for warnings such as high memory usage, and green for routine informational events like successful logins. This visual hierarchy lets engineers immediately spot the issues that need urgent attention without reading every line. The project was built using native.builder's agent-driven workflow, going from a plain-English description of the desired app directly to a deployed, functional product. This demonstrates how AI-native development platforms can compress the traditional build cycle for operational tooling — turning an idea into a working incident-response aid in minutes rather than days.