error-handling

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Capture errors with rich context for debugging and alerting

nexus-labs-automation By nexus-labs-automation schedule Updated 12/26/2025

name: error-handling description: "Capture errors with rich context for debugging and alerting" triggers: - "error tracking" - "exception monitoring" - "error context" - "structured errors" priority: 1

Error Handling

An error without context is useless. Every error should answer: What, Where, Who, When, Why.

Required Attributes

Attribute Example Required
error.type ValidationError, TimeoutError Yes
error.message "Invalid email format" Yes
exception.stacktrace Full stack trace Yes
job.name checkout, signup Recommended
job.step payment, validation Recommended

Error Classification

Level Status Action
Critical 500 Page immediately
Error 500 Alert, investigate
Warning 4xx Track, batch review
Info - Log only

Structured Error Type

AppError {
  Type       string   // "validation", "timeout"
  Message    string   // Human-readable
  Code       string   // For grouping
  Retryable  bool     // Can retry?
  Context    map      // Additional context
}

Capture Pattern

On error:
  → Record error on span with error.type, job.name, job.step
  → Set span status to Error
  → Log structured error with trace_id
  → Increment error counter by type/job/step

Fingerprinting

Group by: error type + message (without dynamic data) + top stack frames

Strip from fingerprints: user IDs, request IDs, timestamps, tokens

Anti-Patterns

  • Swallowing errors → Log before returning default
  • Missing context → Add job.name, job.step, retry.count
  • PII in messages → Use structured attributes, not interpolation
  • No retry context → Include attempt count and will_retry

References

  • references/methodology/jtbd-for-backend.md
  • references/anti-patterns.md
Install via CLI
npx skills add https://github.com/nexus-labs-automation/backend-observability --skill error-handling
Repository Details
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