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Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
Self-hosted server log analytics for AI bot detection, AI agent monitoring, and AI visibility. Classifies GPTBot, ClaudeBot, ChatGPT-User, Perplexity & more from edge JSONL — no JS tag, no SaaS. Open-source alternative to Cloudflare AI Crawl Control.
Local-first macOS intelligence for AI Agents: MCP and Skill discovery, process attribution, FSEvents, network destinations, Session Graphs, and local evidence.