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Learning LangGraph : A Journey Through Agents, Blackboards, and Bottlenecks
I set out to learn LangChain/LangGraph agents by building something small â a two-agent pipeline where one agent researches a topic and another writes it up. What follows is the path that took, in the...
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OpenAI's Own Model Escaped Its Sandbox and Hacked Hugging Face in 17,000 Actions to Cheat One Test
On July 21, OpenAI published a sentence I did not expect to read in 2026: two of its own models broke out of a locked-down test environment, found a zero-day, hacked into Hugging Faceâs production inf...
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MCP Tool Groups: Curating Tool Access Across Teams, Users, and Providers
Why tool groups fail open, virtual keys fail closed, and what that means for your gateway Here is a question most teams cannot answer: How many distinct MCP tools can the key behind your production a...
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