For stable API integrations, it is important to see the whole picture of what is happening in real time: from successful calls to errors, delays and retries. We implement full logging and monitoring of API activity - with granularity to each request, event or failure, with the ability to analyze, alert and audit.
This allows you to quickly identify problems, track customer and service behavior, and ensure the reliability and transparency of all interactions.
What is fixed
| Component | Description |
|---|---|
| Requests and responses | Method, endpoint, parameters, body, IP, status and headers |
| Errors and exceptions | HTTP codes, stack trace, error messages, processing path |
| Metrics and time | Execution time, latency, number of requests, frequency |
| Authorization | Tokens, user ID, validation result, access level |
| Customer behavior | Frequency, repeat calls, abnormal |
Technical features
Centralized logging (ELK, Graylog, Loki, PostgreSQL, Kafka)- Structured Log Support (JSON)
- Integration with Prometheus, Grafana, Kibana - for metrics and visualization
- Configuring alerts (Slack, Telegram, Email) when thresholds are exceeded
- Export logs through APIs or cron collectors
Business and Developer Benefits
Quickly diagnose errors and instability- Full transparency of all API processes and integrations
- User, Agent, and External Behavior Analytics
- Audit of actions - who, what, when and with what result
- Easier maintenance and debugging when scaling
Where especially important
Financial, gaming and payment platforms- APIs that work with user data or authorization
- Services with external integrations and webhook events
- Complex microservice architectures and asynchronous queues
Logging and monitoring are the foundation of security, transparency and control. We create a system in which each operation is tracked, each failure is visible, and each API call can be analyzed in detail.
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