Default output: return only the result, blockers, and required evidence. Omit preambles, process narration, repeated context, confidence scores, and follow-up offers. Use at most five bullets unless a required artifact or schema needs more.
Sentry Operations
Current Versions (Verify Before Use)
Check the Sentry SDK releases for your platform. SDKs follow semver independently.
Core Principles
- Instrument before you need it. Sentry is most valuable when it's already running before an incident.
- Alert on new issues, not total volume. A spike in errors you've already seen is less actionable than a new error type.
- Breadcrumbs tell the story. Good instrumentation includes HTTP requests, state transitions, and user actions leading to the error.
- Performance is part of observability. Enable distributed tracing to connect frontend errors to backend root causes.
SDK Integration Checklist
Error Tracking
- DSN configured via environment variable (not hardcoded)
-
releaseset to git SHA or version tag -
environmentset (production, staging, development) - Global error handler captures unhandled exceptions
- Rejected promises are captured (frontend + backend)
- Source maps uploaded for JS/TS (enables readable stack traces)
Performance
- Tracing enabled with appropriate sample rate
- Custom spans for critical operations (DB queries, external API calls)
- Distributed tracing headers propagated between services
- Database queries auto-instrumented or manually spanned
Context
- User ID attached (hashed, not PII)
- Tags for team/service/component
- Breadcrumbs for state changes
Alert Configuration
// Example: Alert on new issues in production
// Sentry UI → Alerts → Create Alert Rule
// When: A new issue is created
// If: Environment equals "production"
// Then: Send notification to Slack #alerts
Alert hierarchy:
- New issue in production → Immediate notification
- Issue count > 100/hour → Page on-call (regression)
- Performance regression > 20% → Slack notification
- Release crash rate > 1% → Block deployment
Performance Monitoring
Key Metrics
- Apdex: User satisfaction score (0-1)
- P50/P95/P99 Latency: Response time distribution
- Throughput: Requests per minute
- Failure Rate: Error % of total requests
Custom Spans
const span = Sentry.startSpan({ name: 'process-payment' }, () => {
// critical operation
});
Common Anti-Patterns
| Anti-Pattern | Why It's Wrong | Fix |
|---|---|---|
| Hardcoded DSN | Secret exposure, can't rotate per env | Environment variable |
| No source maps | Stack traces are minified gibberish | Upload maps in CI |
| 100% trace sampling | Expensive, unnecessary | 1-10% for high traffic |
| No release association | Can't correlate errors with deployments | Set release to git SHA |
| Ignoring caught errors | Silent failures accumulate | Log or capture explicitly |
| PII in context | Privacy violations | Hash IDs, strip emails/phones |
Troubleshooting Flow
- New error spike: Check release timing → correlate with deployment
- Minified stack trace: Source maps not uploaded or mismatch
- Missing errors: Check filters, sampling rate, DSN correctness
- Performance blind spot: Check trace propagation between services
- Alert fatigue: Review alert rules, add thresholds, use issue states