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My favorite use case for AgentMode in Atlas so far: - give it a copywriting task (e.g., write an announcement email) - send it to Spiral, an AI writing tool by Every 📧 that has great writing taste - have them work together: let the agent answer all follow-up...

12,253 görüntüleme • 9 ay önce •via X (Twitter)

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BREAKING: We're launching an AI writing partner infused with our taste Every 🪨. Spiral will help you write great short-form content in your style that sounds like you—not a model. We’ve loaded it with everything we know about writing—writing that feels alive and honest, and that spreads—and put it at your fingertips. Spiral v3 is a multi-agent system that takes you from idea to post in a few simple steps: 1. Collaborative interviews. When you ask Spiral to write a piece of content, it won’t start writing immediately. Instead, it will chat with you to figure out what you’re really trying to say and what’s most interesting to you. 2. Many drafts at once. Once Spiral begins to draft, it will write three different versions that you can see and interact with simultaneously. You can explore the space of possibilities and mix and match between different drafts easily. 3. Principled and taste-driven. We’ve spent hundreds of hours baking everything we know about writing into Spiral’s thought -process. It has a library of principles that it draws from—like always using the active voice, and always putting the most interesting idea in the hook—that make Spiral feel like a great ghostwriter, not an AI. 4. Collaborative and team-ready. Spiral has Workspaces that allow you to share product and company information and styles between members of your team—so all of your writing is on brand, all the time. You can buy Spiral standalone or if you're an Every 🪨 subscriber you get it for free as part of your subscription along with access to all of our writing, our live AI-coding workshops like Claude Code Camp, Cora, Monologue, Sparkle, and our subscriber-only Discord. Try Spiral v3 now:

Dan Shipper 📧

83,209 görüntüleme • 10 ay önce

At one point, together with Naval, Nivi wrote one of the most influential startup blogs of its time. Here is his advice on how to write well: 1. People try to write their thought process. So, what's the thought process that led them to such and such conclusion? Nobody cares about your thought process. Just give the conclusion and then support it. 2. People try to sound like they're smart. You're not smart. Just give us the answer. We don't need to fluff it up. So just write it like you're writing an email to somebody. 3. People think longer is better. No, it's not. Just write something short. I don't write emails that are longer than three sentences. And that puts the burden on the writer to figure out what the reader wants and communicate it precisely and cogently and briefly in just a few sentences. 4. You're not going to be a good writer if you're not a reader, so read some good stuff. I like to read people's tweets. Those are pretty good. I like to read some fiction, like Shakespeare or Cormac McCarthy or maybe some James Clavell. Those are good writers. And I like to watch the classics on HBO like The Sopranos, The Wire, Deadwood, which all have great writing. If you're watching Apple TV shows and being entertained by those and think those have good writing, I can't help you. 5. For business writing, you have to get into a customer service mindset. You're there to solve their problems. You also have to get into a design mindset, which is, you have to get into the reader's head, understand their problem, and sequence your ideas in the correct order, and with the right amount of extra information that they didn't ask for, that displays that you've thought through the issue for them on their behalf, looked at the other side of the argument, and presented things to them that they didn't know that they needed. 6. You have to think about what you would want to know if you were in the other person's shoes and argue against yourself either implicitly or explicitly or just go through the thought process yourself and see if there's anything there. 7. You also just have to care about words and the order of words and the ideas that they're communicating. Like I will reread an email that I sent someone the next day just for the enjoyment of rereading the great email that I wrote.

Arjun Khemani

137,248 görüntüleme • 1 yıl önce

The same kinds of productivity gains we've seen in coding with AI agents are heading to the rest of knowledge work. This is the jump when you go from having a chatbot to being able to actually have an agent go off and do work for minutes or even hours and come back with a complete work output that you then review. Here's an example of the new Box Agent filling out an RFP response from an existing knowledge base. This process would normally take hours to fill out, and requires the full attention of the user doing the work. Now, you provide the Box Agent with the RFP questions, and it will go off, make a plan, extract all the relevant questions, read through existing source material to come up with an answer, and then generate a new word document as the final output. All while you're doing something else. The key to this architecture is that the agent is able to use all of the same tools in the background that a user uses to get work done. The agent can search for documents, read entire files, run scripts and tools in the background, and even be able to write code on the fly to automate tasks it hasn't seen before. And best of all, the Box Agent will (soon) work from the Box MCP and CLI so you can invoke it in any agentic system as a step in a process. This kind of agent complexity would have been impossible even 6 months ago. Models consistently failed at tracking long running tasks or using the right tools at the right moment for the task. But this is all now possible because of models like GPT-5.4, Opus 4.6, and Gemini 3, and is only getting better by the month. Just as we moved from engineers writing code and using AI as an assistant to answer questions, in many areas of knowledge work -like legal, finance, consulting, sales, marketing, and more- when we have a problem we'll just kick off the AI agent to just go work on it for us in the background.

Aaron Levie

24,618 görüntüleme • 4 ay önce

THIS GUY CONNECTED HIS AI AGENTS TO HIS OBSIDIAN AND BUILT A BRAIN THAT LEARNS ON ITS OWN. HERE'S HOW TO BUILD IT Obsidian is just markdown files sitting in a folder. That turns out to be the perfect memory for an AI agent, because an agent can read and write those files directly. He wired his agents into the vault so they pull context from it, do the work, and write what they learned back. The notes aren't the point. The loop is, and it gets sharper every cycle How to build it: 1. Point an agent at your vault. The fastest way, no plugins, no API keys: open a terminal and run npx obsidian-mcp /path/to/your/vault. That exposes your Obsidian folder to Claude as a tool it can read, search, and write to. Add it to your Claude Code or Cowork config and restart 2. Confirm it can see the brain. Ask it: "list the notes in my vault and summarize what's in them." If it reads them back, the connection is live. Now it starts every task with everything the vault already holds instead of from zero 3. Give each agent one job and a write-back rule. Tell it: "research this, then save what you found as a new note in /brain with links to related notes." One agent researches, one summarizes, one plans. Each writes its output back into the vault 4. Close the loop. Add one line to every agent's instructions: "read /brain before starting, write your result back when done." Now each task leaves the vault richer, and the next run reads that before it works. It compounds instead of resetting 5. You only steer. Review what the brain produces, point it at the next thing. The agents handle the reading, writing, and connecting The edge isn't better notes. It's a brain that feeds itself, so the work gets sharper every cycle instead of starting over Bookmark this

Yarchi

58,186 görüntüleme • 2 ay önce