Agent searches GitHub → reads 10 SKILL.md files → compares them → picks one = ~50,000 tokens burned per skill lookup No registration required for reading. No API key needed for search or fetching ...
Most LLM agents work well for short tool-calling loops but start to break down when the task becomes multi-step, stateful, and artifact-heavy. LangChain’s Deep Agents is designed for that gap. The ...
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