Sonarly provides a production bug tracking and context platform for AI agents. It captures user sessions, detects frontend and backend errors, clusters issues, and generates LLM-ready context for automated fixes. The platform integrates with tools like Sentry and Datadog, sending actionable AI-triage alerts and enabling one-prompt agent setup for monitoring.