Observability & Contextual Unified Activity Records
Most logging fails because it optimizes for writing and punishes querying. Surveilr shifts telemetry to 'Contextual Unified Activity Records' — one rich, context-packed event per request per service hop. Store locally, query with SQL, and stop the frustrating manual log searches. Because these records contain full business context in a structured format, they're immediately usable by AI systems for analysis, pattern detection, and automated insights.
Key Benefits
- Replace manual searching with simple database queries for debugging
- AI-ready structured data enables automated analysis and insights
- Cost control via intelligent tail sampling
- Privacy-first edge processing and redaction
- Cross-system correlation (deploys, flags, incidents)
Use Cases
- Production incident debugging and RCA
- AI-powered anomaly detection and root cause analysis
- SLO analytics and performance monitoring
- Feature flag rollout observability
- VIP user experience tracking
Core Features
Contextual record emission
Tail sampling
Cross-service correlation
AI-ready data structure
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