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Dev tools · March 24, 2026

Clarityops

AI analyzes production incidents in 5 seconds

Clarityops launched on March 24, 2026 with 3 votes, #3,303 of 23,380 launches that month and more than 50% of that year's launches.

What it does

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.

Free AI-powered root cause analysis. Cut incident resolution time by 95%. Analyze production logs in 5 seconds instead of 4 hours.

AI-powered root cause analysis in 5 seconds instead of 4 hours. Upload your logs, get instant answers. No signup required. Click a scenario to watch AI analyze a real incident. Traffic spike overwhelms DB connection pool, cascading into service outage. Gradual heap growth leads to OOM killer and CrashLoopBackOff. New release introduces NullPointerException, triggering auto-rollback. Upload any log file and get AI-powered root cause analysis instantly. .log .json .jsonl .csv .txt .syslog — multiple files supported AWS Bedrock-powered analysis identifies the exact root cause from thousands of log lines in under 5 seconds. Ingests structured JSON, plaintext, CSV, syslog, and mixed-format logs…from clarity-jade-five.vercel.app

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