LogSense

Inspiration

DevOps engineers spend hours manually reading through thousands of log lines to find one critical error. I built LogSense to end that pain — paste your logs and AI instantly finds the root cause.

What it does

LogSense is an AI-powered log analyzer for developers and DevOps engineers:

• Health Score (0-100) — instant system health assessment
• Critical Errors detected with exact line numbers
• Root Cause Analysis — exactly why the system failed
• Step-by-step fix recommendations with commands
• Prevention Tips — how to avoid future incidents
• Export report for team sharing
• Supports Error, Server, Application, Database, Security, Kubernetes logs

How I built it

Built entirely using MeDo. Described the app in natural language and MeDo generated the complete full-stack app with React frontend, Supabase database, and Gemini AI for intelligent log analysis.

Challenges I ran into

Making the AI provide genuinely actionable fix recommendations — not generic advice. The analysis needed to reference specific line numbers and provide exact commands to fix each issue.

What I learned

AI can transform DevOps. What used to take hours of manual log reading can now be done in seconds — making faster incident response accessible to every developer.

What's next

• Real-time log streaming and monitoring
• Slack/PagerDuty alerts integration
• Multi-server log aggregation
• CI/CD pipeline integration

Built With

• css
• gemini-ai
• medo
• react
• supabase
• tailwind
• typescript