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Source channel @githubtrending · Post #15523 · Feb 25

#typescript#agent#agentic#agentic_framework#agentic_workflow#ai#ai_agents#bytedance#deep_research#harness#langchain#langgraph#langmanus#llm#multi_agent#nodejs#podcast#python#superagent#typescript DeerFlow 2.0 is an open-source super agent harness that orchestrates multiple sub-agents, memory systems, and sandboxed execution environments to accomplish complex tasks. Built on LangGraph and LangChain, it combines research, coding, and content creation capabilities with extensible skills and tools. The platform features isolated Docker containers for safe execution, long-term memory that learns your preferences, and the ability to spawn sub-agents that work in parallel on different task angles. You benefit from dramatically reduced research and automation time—tasks that typically take hours complete in minutes—while maintaining full transparency and control over agent decisions through human-in-the-loop collaboration. Whether you need deep research reports, data analysis, slide decks, or custom workflows, DeerFlow handles multi-step complexity without requiring extensive coding knowledge. https://github.com/bytedance/deer-flow

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BBC Learning English

@english_bbc_learning · Post #3658 · 07/15/2025, 06:29 PM

🤔 Did something bad happen to you when you weren’t expecting it? You’re not going to put yourself in that situation again, are you? 😄 Learn this useful English expression that summarises this life lesson. Give this post a like, and ✍️ put your answer in the comments! Do you have a similar expression in your language?⁣ ⁣ 🤩 Click on the link in our bio to learn some modern idioms!⁣ ⁣ Images: Getty⁣ ⁣ #learnenglish#advice#idioms#esl#efl#vocabulary#englishclass#phrases#expressions#oncebitten#britishenglish#lifelesson#inspiration#slang