Logging and monitoring

Logging and monitoring

For stable operation of API integrations, it is important to see the entire picture of what is happening in real time: from successful calls to errors, delays and repeated attempts. We implement full-fledged 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 the behavior of customers and services, and guarantee the reliability and transparency of all interactions.

What is fixed

Component	Description
Queries 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, Recall, 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.