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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
Jesse Derry was taken to hospital as a precaution following his first-half substitution during today’s #PL game against Nottingham Forest.
Jesse is conscious, talking and undergoing precautionary checks. We wish him a speedy recovery and thank the medical staff for their swift response.
Steve Holland:
“Our last game, Bournemouth to Leeds, is a #PL record, I think, in terms of time between games.
“So the gap has been as big as you can have really. I think we felt it was important to get the whole group together again, and really focus on finishing the season well.
“I think this is the PERFECT venue for that, really.”
Steve Holland:
“I think the language we should be using as this club is to finish as CLOSE as we possibly can to the top [this season].
“I don’t know how possible that is, but that has to be the challenge always: to get as close as we possibly CAN to the top...” [MU]
Bruno Fernandes on matching Cristiano Ronaldo’s #PL POTM record:
“It’s always good company. We know when records are there, his name will always be around.
“It’s a HUGE honour and privilege to be close to him.” 🇵🇹❤️
[THREAD]
There are multiple Premier League games on Saturday, Sunday AND Monday. 🍿
Here are some stats you might see in GW35...
#PL | @CopyBetUKhttps://t.co/RnveqOETlK
RT @Squawka: [THREAD]
There's five Premier League games on a Sunday for the first time in 2023. 🍿
Here are some stats you might see… 👀
#PL | @CopyBetUKhttps://t.co/sMqfA3FUuS