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JumpServer is PAM (Privileged Access Management) without the vendor lock-in.
Multi-agent Deep Researcher that combines LLMs with specialized tools for web search, crawling, and Python code execution using MCP.
100% Opensource. https://t.co/fQSWAC1TlS
Shubham Saboox.comA Python decorator is all you need to trace LLM apps (open-source).
Most LLM evals treat the app like an end-to-end black box.
But LLM apps need component-level evals and tracing since the issue can be anywhere inside the box, like the retriever, tool call, or the LLM itself.
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Avi Chawlax.comInfrastructure for Sustainability
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