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Modern Go applications require comprehensive observability through the three pillars: traces, metrics, and logs. OpenTelemetry provides vendor-neutral instrumentation for distributed tracing, Prometheus offers powerful metrics collection, and Go's slog package (1.21+) delivers structured logging with minimal overhead.

Analyze project structure by examining symbols across your Rust codebase.

Apply best practices and conventions from the official Effective Go guide to write clean, idiomatic Go code.

Go's database ecosystem provides multiple layers of abstraction for SQL database integration. From the standard library's database/sql to enhanced libraries like sqlx and PostgreSQL-optimized pgx, developers can choose the right tool for their performance and ergonomics needs.

symfony:api-platform-serialization

A comprehensive skill for building production-ready microservices using FastAPI. This skill covers REST API design patterns, asynchronous operations, dependency injection, testing strategies, and deployment best practices for scalable Python applications.

Implement scalable pagination strategies for handling large datasets with efficient querying, navigation, and performance optimization.

Discover, create, validate, and integrate life science APIs into ToolUniverse.

Automate Google Calendar workflows including event creation, scheduling, availability checks, attendee management, and calendar browsing through Composio's Google Calendar toolkit.

Backend architecture patterns and best practices for scalable server-side applications.