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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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IELTS|Newspapers & Magazines|English

@emagzinewspars · Post #9684 · 12/07/2025, 01:05 AM

#The_Science🇺🇸📕[PDF]⬇️ 4 #December2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines This issue explores a century of quantum mechanics, where breakthroughs in quantum simulators, chemistry modeling, and information hardware illustrate how #QuantumTech and #AI innovation are reshaping modern science. As researchers revisit the Schrödinger equation’s legacy, new discoveries in DNA repair, materials design, and synthetic biology highlight cross-disciplinary shifts fueled by #FutureScience trends. With debates on #SciencePolicy and global collaboration, the issue captures a moment when #ResearchInnovation accelerates faster than ever, redefining both technology and our understanding of reality.