VoltOps is a developer-first observability platform specifically designed for AI agents and LLM applications. It provides tracing, debugging, and monitoring capabilities for agent workflows with features like structured traces, rich logs, and an n8n-style visual interface. The platform is framework-agnostic and supports multi-step chains, tool calls, and memory operations. It offers JavaScript/TypeScript and Python SDKs, with integrations for VoltAgent and Vercel AI SDK.

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