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Kunal Parmarleft a comment
Hey Product Hunt! 👋 I'm Kunal, founder of Clarity. I built this after spending 4 hours at 3am debugging a database connection pool issue. I fed the same logs into an AI tool I built — it found the root cause in 5 seconds. What makes Clarity different from Datadog/PagerDuty: 🎯 We don't just ALERT — we ANALYZE - Exact root cause with 95% confidence - Not "database error detected" - But...

ClarityopsAI analyzes production incidents in 5 seconds
Clarity cuts incident resolution from 4 hours to 5 seconds with AI.
Unlike Datadog/PagerDuty that only ALERT, we ANALYZE and FIX:
- Upload logs (JSON, CSV, plaintext, syslog)
- AI finds root cause in 5 seconds
- Get exact kubectl commands (not vague suggestions)
- 95% confidence, PII auto-redacted
Free forever. Open source. MIT licensed.
Try now (no signup): clarity-jade-five.vercel.app
Built for DevOps engineers tired of 3am debugging.

ClarityopsAI analyzes production incidents in 5 seconds
