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Log Analysis

AI-Powered Log Monitoring

Connect your log drains, and Overseer analyzes patterns, groups errors, and surfaces critical issues — automatically.

How It Works

1

Connect a Log Drain

Overseer integrates with Vercel, Railway, and custom log drain endpoints. Logs flow into your project automatically once connected.

Project Settings → Integrations → Log Drain → Enable Overseer
2

Pattern Detection

The analyzer runs hourly (or on-demand for Pro+ plans) and groups log messages by pattern. UUIDs, emails, and numbers are normalized so recurring errors cluster together.

// Pattern extraction example
"User abc@email.com not found (id: 12345)"
→ "User EMAIL not found (id: N)"
3

Issue Creation

When a pattern occurs 3+ times, Overseer creates an Issue with severity based on frequency. 10+ occurrences = HIGH priority. Duplicate issues are automatically merged.

4

AI Signal Ranking

Issues are ranked by blast radius, recency, and severity. Critical signals (score ≥ 80) trigger immediate alerts and can auto-dispatch an AI agent to investigate.

Log Viewer

The Overseer log viewer in your project dashboard provides:

Real-Time Streaming

Live log tail with auto-scroll. Filter by level (error, warn, info, debug), service, and time range.

Search & Filter

Full-text search across all log messages. Filter by severity, service name, environment, or custom tags.

Detail Panel

Click any log entry to see full context: stack trace, request metadata, user context, and related logs.

Resizable Layout

Drag-to-resize table and detail panels. Customizable column visibility for the information you care about.

Supported Providers

Vercel

Supported

Railway

Supported

Fly.io

Coming Soon

Custom Webhook

Supported

Start monitoring your logs

Connect a log drain in minutes. AI analysis starts immediately.

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