OperatorMesh reads natural language, structured logs, stack traces, and alert payloads. No configuration, no log format setup, no agents.
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Application logs
Node.js · Python · Java · Go · Ruby · PHP error logs and stack traces
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Database errors
PostgreSQL · MySQL · Redis · MongoDB connection and query errors
☸️
Infrastructure
Kubernetes · Docker · Nginx · AWS · GCP error outputs and events
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Alert payloads
Datadog · PagerDuty · Grafana · Sentry alert descriptions and webhooks
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Screenshots
Upload any alert screenshot from your phone. Works on mobile at 2AM.
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Plain text descriptions
Describe the incident in plain English. OperatorMesh still finds the signal.
01
📋Paste your log
Copy from terminal, Datadog, Sentry — paste directly. No formatting needed.
02
🤖AI analyzes
Parses signals, correlates patterns, ranks root causes by likelihood.
03
🎯Get root cause
Plain English explanation + dual confidence scores + what was ruled out.
04
✅Apply ranked fix
3 actions ordered by likelihood. Highest probability fix always first.
⚡ AI Analysis — 8.4 seconds
Root cause: Node.js backend not running on port 3000. Process crashed on startup — likely missing environment variable or port binding failure in v2.4.1 deploy. Nginx has no upstream to proxy to.
1.Check startup logs: journalctl -u node-api -n 50 — find crash reason
2.Verify environment variables: printenv | grep NODE_ENV DATABASE_URL
3.Restart: systemctl restart node-api && watch systemctl status node-api
RULED OUT
✕ Nginx config error — nginx -t passes, config unchanged in this deploy
✕ Port mismatch — Nginx and app both configured for 3000 pre-deploy
✕ Timeout — all requests fail instantly, not after delay
Free — no signup needed
10 analyses per week
Full root cause analysis
Dual confidence scores
Ranked fix recommendations
Rejected hypotheses
Screenshot analysis (with free account)
All 5 analysis modes
Slack / PagerDuty auto-triage
Webhook automation
Analysis history
Starter — $19/month
Everything in free
Unlimited analyses
Slack auto-triage (root cause in every thread)
PagerDuty webhook integration
Datadog / Grafana webhooks
Full analysis history
14-day free trial
Try free AI log analysis now
No account. No credit card. Paste any log and see what the AI finds.
⚡ Analyze a log free →
10 free analyses per week · Logs processed in memory · Discarded immediately · Never stored
Is OperatorMesh really free?
Yes. 10 analyses per week with no signup required. No credit card. The free tier is permanent — it doesn't expire after a trial.
Are my logs stored or used for training?
No. Logs are processed in memory and discarded immediately after analysis. They are never written to disk, never stored, and never used to train AI models. This is architecturally enforced — not a policy.
What log formats does it support?
Any format. OperatorMesh reads plain text, JSON logs, stack traces, alert payloads, Kubernetes events, and even screenshot images. No formatting or parsing configuration required.
How accurate is the root cause analysis?
~87% diagnosis accuracy on common patterns (DB connections, OOM errors, deploy regressions, K8s events). ~62% on complex multi-service cascades. Full benchmark published at operatormesh.com/benchmark.html.
What's the dual confidence score?
OperatorMesh reports diagnosis confidence (how certain is the root cause) and fix confidence (how certain is the recommended fix) separately. At 2AM, knowing one is high and the other is low tells you whether to act immediately or escalate.