#opentelemetry

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OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

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A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

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A set of tools that gives agents powerful capabilities.

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Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

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OpenTelemetry Instrumentation for AI Observability

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An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

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Agent samples built using the Strands Agents SDK.

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AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put…

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Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export OpenTelemetry spans.

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Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

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Unified local observability for AI coding assistants

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Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready FastAPI service. Bundled , AG-UI copilotkit API, chat UI, 15+ guardrails, MCP,…

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Agent-native TypeScript framework for building MCP servers.

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A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's complete development workflow — harness engineering, agent orchestration, literate…

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Codex Usage — Local-first Codex usage analytics · 逐电脑/模型/项目/会话 Token 用量明细与 API 等价成本，支持 Windows/Linux/Mac。