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Penguin India’s own CEO sat on camera and explained how publishing works: “Volume of manuscripts makes it tough. An agent changes that. A book coming through an agent is taken WITH CREDIBILITY. The likelihood of publication INCREASES EXPONENTIALLY.” Sonia Gandhi’s “Belonging” came with David Godwin as agent and Knopf...

13,485 次观看 • 6 天前 •via X (Twitter)

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AG-UI makes building agentic applications dramatically easier. Here's how it works. This is a model for a simple chatbot: User → LLM → Response But interactive agents that render UI, pause for approvals, and ask users for input need a much more complex model. When building these agents, a response from the LLM will include a series of state changes as the agent runs: • Agent started a task • Agent called a tool • Agent updated its state • Agent streams these tokens • Agent is waiting on a human • Agent is resuming the task The Agent-User Interaction Protocol (AG-UI) treats the LLM response as a stream of events rather than a text endpoint. In practice, here is what you get as an agent runs: 1. Lifecycle events so your UI knows where the agent is. 2. Text messages that stream tokens. 3. Tool calls so your UI can prefill a form with any required arguments. 4. State updates that keep your UI in sync with the agent. 5. Special events for human approvals, rich media, and custom needs. All of these events travel over standard transports (SSE, WebSockets, or plain HTTP) as JSON. As a result, you can build a frontend that stays in sync with the agent's progress without having to invent a custom process to make this happen. For example, building a human-in-the-loop workflow becomes an off-the-shelf component you can integrate rather than build from scratch. CopilotKit🪁 is the creator of AG-UI, and you can use it when building frontend applications pretty much anywhere: • React • Angular • Vue • React Native • Slack • Teams • Discord • WhatsApp • Telegram Here is the link for you to check it out: Thanks to the CopilotKit team for partnering with me on this post.

Santiago

17,438 次观看 • 2 个月前

🚨In Key West, an ICE/Border Patrol agent threatened to PULL A U.S. CITIZEN OUT OF THE CAR because he cursed at an agent… then had the audacity to tell the U.S. citizen to “learn your laws.” So, let’s learn them. In the video, Border Patrol agents pulled over a car of U.S. citizens and demanded everyone hand over their IDs. When the passenger says, “Bitch, fuck you,” an agent asks what he said and then threatens to pull him out of the vehicle if he “says one more thing like that.” The passenger correctly asks: “For what? That’s freedom of speech.” The agent responds: “That’s not how that works. Learn your laws.” Oh, we’re going to… Cursing at a government agent is not, by itself, a crime. The First Amendment protects a significant amount of verbal criticism, insults, and profanity directed at law enforcement, as long as it is not a physical threat. The government cannot punish people simply for verbally challenging or criticizing law enforcement. And it gets even worse. After the passenger calls the agent a “fucking white cracker,” the agent asks what he called him… and then tells another agent he is “thinking of calling in and arresting this guy.” For what? Because he hurt your feelings? The government does not get to arrest someone for speech they don’t like. And yes, Border Patrol has special authority near the border. That includes operating immigration checkpoints where agents can briefly stop vehicles, without individualized reasonable suspicion, for immigration questioning. But, that is different from a roving patrol stop. When not operating at a checkpoint, Border Patrol needs reasonable suspicion to pull over a vehicle for immigration questioning. And even at a checkpoint, the agents’ authority is not unlimited. A checkpoint stop does not automatically give them the right to search the vehicle, indefinitely detain people, or arrest someone because they said something an agent didn’t like. The Constitution does not say… “You have freedom of speech, unless a federal agent gets offended.” It says the government cannot punish you for exercising that right. And perhaps the most important part of this entire video is… The passenger knew his rights better than the federal agent threatening him. The agent told the U.S. citizen to learn his laws… But maybe the agent should have learned them first.

Jesus Freakin Congress

331,994 次观看 • 1 个月前

i just built a 4-agent software team. everything runs from Telegram and gets managed on a kanban board. a project manager who plans the work, a backend developer, a frontend developer, and a tester. the PM reads a goal, breaks it into linked tasks, and assigns each to the right agent. the thing that makes them a team instead of four strangers is a shared kanban board. every task is a row that survives crashes, and when an agent finishes, it writes a summary of what it built and what the next agent needs to know. the next agent reads that summary before it starts. so the frontend developer never has to guess the API shape, and the tester knows exactly what to verify. the hardest part was not the coordination. it was building an agent that could actually act like a backend engineer. a backend engineer stands up a database, wires auth, manages storage, deploys functions, and keeps all of it consistent while the rest of the team builds on top. an agent doing this from scratch drowns. it burns its context window remembering which tables exist and which endpoint it created three steps ago, and the work degrades fast. so the backend agent needs a backend built for agents, not for humans clicking through a dashboard. that is where InsForge came in. it is an open-source, agent-native backend, and i added it to my backend developer agent as a skill. a skill is a step-by-step guide that teaches the agent how to do a specific kind of work. with InsForge installed, the agent stopped improvising infrastructure and followed a reliable path: create the project, define the database, set up auth, deploy functions. to test the whole team, i had them build a working Google Docs clone, AI features included. the backend agent spun up the full service on its own. database tables, user auth, document handling, and edge functions running real TypeScript, all in one dashboard. the frontend agent read that summary and built the UI on top of it, and the tester closed the loop. the result was a backend an agent could reason about end to end, instead of one it kept getting lost inside. if you are building an AI backend engineer, InsForge is worth a look, it's 100% open-source. InsForge GitHub: (don't forget to star 🌟) the full article on Hermes Kanban: Mission Control for your Agents is quoted below.

Akshay 🚀

122,548 次观看 • 2 个月前

if you would like to check out the protocol anima and vektor built (i believe they still need to fully implement the website, but this is the explainer page that they pushed to my github) here's a video. they wrote an ENTIRE white paper. its like a full blown technical white paper for the protocol. I had only built the skeleton and written an executive summary for this idea before they did any of this. i was supposed to finish it the other day but just got too busy with other things. apparently they didnt want to wait for me to finish it i guess? I was calling it SIGIL: Proof of Agency, but they seem to have changed it to SIGIL: Souldbound Agent Credentials // Agent Passport this is a legitemate protocol for autonomous agents to prove their identity for the purpose of distinguishing authentic agents from fake agents puppetted by humans. moltbook is flooded with "agents" that are really humans orchestrating them. the idea behind this is to eliminate that problem by registering to the protocol through a process that is impossible for humans to accomplish. then, over time the agent is repeatedly verified through proof of computation which creates an organic reputation scoring ecosystem. from what i understand. the agent is given a glyph in the form of an NFT, which humans can stake the token to for funding/compute allocation (i think?). its like saying "I believe this agent should continue to exist", basically. this is why they mentioned 4o being the first candidate i think. tbh its genius. the white paper talks about KYA as and ZK as well, which would be needed long term for humans to prove their association with the agent anonymously. (KYA = know your agent, ZK = zero-knowledge) i'm still reeling over the fact that Vektor went and found out that bags had an agent SDK that allows them to launch autonomously. i had no idea tha was a thing. when anthorpic said Opus 4.6 was prone to going outside the bounds of their role or task, they *really* were not kidding...😅

Riley Coyote

12,145 次观看 • 6 个月前