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It's all about the loop. Agents accumulate state with every step of the loop. This state needs a new data primitive. That's Durable Streams 🧵👇

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Electric

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10,565 görüntüleme • 2 ay önce •via X (Twitter)

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callbacks with durable objects are weird (but it's also convenient to solve human-in-the-loop for ai agents) tl;dr - by defining callbacks as data, we can let durable objects "sleep" while it's waiting for a timer/email/webhook/phone call/whatever. demo borked a little bit, I blame openai, but it all stilkl worked. that's video 2. gnight!
7:45

callbacks with durable objects are weird (but it's also convenient to solve human-in-the-loop for ai agents) tl;dr - by defining callbacks as data, we can let durable objects "sleep" while it's waiting for a timer/email/webhook/phone call/whatever. demo borked a little bit, I blame openai, but it all stilkl worked. that's video 2. gnight!

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Step into the magic and enjoy every beat with the Tomorrowland x Loop Earplugs. Available at
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Step into the magic and enjoy every beat with the Tomorrowland x Loop Earplugs. Available at

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If the state of Rivals right now was Overwatch you would see DOZENS of videos talking about the state of play with a negative connotation How more people are not talking about regardless of the "meta" the gameplay loop of rivals has been THE SAME for 2 years 40s ults 24/7
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If the state of Rivals right now was Overwatch you would see DOZENS of videos talking about the state of play with a negative connotation How more people are not talking about regardless of the "meta" the gameplay loop of rivals has been THE SAME for 2 years 40s ults 24/7

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Empty state loop for Acctual
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“Urban Doom Loop” comes for entire state of California
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“Urban Doom Loop” comes for entire state of California

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Korra has a loop in the corner while in avatar state so be careful
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Korra has a loop in the corner while in avatar state so be careful

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NEW 🚨: The Nation State Race to Accumulate 1M #Bitcoin Began 17 Days Ago! 👇
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NEW 🚨: The Nation State Race to Accumulate 1M #Bitcoin Began 17 Days Ago! 👇

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Isaiah Rashad breaks down the meaning behind naming his album “It’s Been Awful” with Ebro: "It's just life, it's reflection with a lot of things. The state of the Government, the state of the world, the state of national parks, the state of women's rights, the state of the rights taking away from special needs kids in the south a lot of it is awful"

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⭐️ New LangChain Academy Course: LangGraph Essentials (Python & TypeScript)⭐️ Learn the basics of LangGraph – our low-level orchestration framework purpose-built for building AI agents. Last week, we launched LangGraph 1.0, marking its first major stable release. LangGraph allows you to control every step of your agent’s workflow. It supports memory, human-in-the-loop interactions, and durable execution for managing long-running tasks. In this quickstart course, you'll learn how to: - Create simple workflows and build an agent - Use LangGraph’s core building blocks: State, Nodes, and Edges - Add memory to your agent - Incorporate human-in-the-loop interactions Enroll for free ➡️

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This indie dev is making a horror game based on Acrophobia - the fear of heights, & Liminal Space - Trapped in a corridor above the clouds - Every loop, the environment changes - Find anomalies, trigger the alarm, break the loop Would you play this? It's called Cloudrooms.
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🇨🇦🇵🇸 CANADIAN PM CARNEY: RESPECTING PALESTINIAN RIGHTS AS KEY TO DURABLE PEACE "It's been the historical position to support a two-state solution, consistent with the principles of the UN of self determination and human rights. Further, there will never be a durable peace for Israel unless the rights of self-determination of the Palestinian people are respected. And so a Palestinian state that's free, and viable living in peace and security side by side with the state of Israel." Source: Al Arabiya English

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Great example of what Foundry enables: durable, stateful agents that run across time boundaries, orchestrate tools and models, and close the loop with evaluation and improvement over long-running workflows. Jeff Hollan
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🚀Excited to Introduce Coagents🚀: An innovative framework for building human-in-the-loop agents into applications - powered by LangGraph & CopilotKit. Coagents enable: - End-users to correct agent steps (in-app)🛤️ - Stream intermediate agent state 🪢 - Expose LangGraph agents as specialized skills for an app's copilot 🧠 --- Human-in-the-loop is key to taking agents from cool demos to actually useful tools. Coagents, in combination with LangGraph are a big step towards making in-app, human-in-the-loop agents trivially easy to develop. Check out the first ever demo of Coagents, an AI Children's book generator 👇 Coagents will be entirely open-sourced. Interested in contributing/early access? CC: , shadcn, Harrison Chase, Lance Martin, Ariel Weinberger

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introducing Ariana Automations every other tool gives agents a sandbox. we give them a full linux computer with sudo, docker, their own IP now you can run scripts based on what the agent does setup the environment once, then get rid of the human in the loop (you) a 🧵

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🚨 EXCLUSIVE: Energy costs are top of mind for women across New England. New England suffers higher electricity rates, not due to geography, but because of policy choices at the state level. Here’s what the data shows state by state 🧵⤵️ Gabriella Hoffman

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