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AI-pill your whole company with the Every Agent: https://t.co/ki3hyz8sVP

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AI writing can sound robotic. But it doesn’t have to. Enter: Compound Writing. Most people use AI for writing like a vending machine: one prompt in, finished piece out. Then they're disappointed when it doesn't sound like them. Katie Parrott uses AI to write every day, but she doesn’t let it draft a whole piece for her in one shot. Before she drafts, the model interviews her with 15-30 questions to draw out her thinking. Then it outlines, drafts, and reviews with her, one section at a time. When a session teaches her something worth keeping, she saves it to her voice and style files. The next piece gets a head start. She packaged the whole process as a free open-source plugin for Claude Code and Codex, with reviewer personas like /hitchcock (does the reader lean in?) and /sorkin (does it move?). Compound Writing, the ultimate guide:

AI writing can sound robotic. But it doesn’t have to. Enter: Compound Writing. Most people use AI for writing like a vending machine: one prompt in, finished piece out. Then they're disappointed when it doesn't sound like them. Katie Parrott uses AI to write every day, but she doesn’t let it draft a whole piece for her in one shot. Before she drafts, the model interviews her with 15-30 questions to draw out her thinking. Then it outlines, drafts, and reviews with her, one section at a time. When a session teaches her something worth keeping, she saves it to her voice and style files. The next piece gets a head start. She packaged the whole process as a free open-source plugin for Claude Code and Codex, with reviewer personas like /hitchcock (does the reader lean in?) and /sorkin (does it move?). Compound Writing, the ultimate guide:

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Confession: We were wrong about OpenClaw🦞. We thought that giving each teammate a personal agent was the future. But a few weeks in, logins expired, integrations broke, and our Claws became a pain to maintain. We killed the last of our Claws last month (RIP) and pivoted to a shared company agent. The Every Agent lives in Slack, so the whole team uses it. However, if you still need a personal Claw to do recurring tasks, are willing to maintain it, and want more control than the company agent will let you, setting up a personal agent may still be worth it. We’ve just updated our OpenClaw guide to reflect where they tend to break and how to limit their authority:

Confession: We were wrong about OpenClaw🦞. We thought that giving each teammate a personal agent was the future. But a few weeks in, logins expired, integrations broke, and our Claws became a pain to maintain. We killed the last of our Claws last month (RIP) and pivoted to a shared company agent. The Every Agent lives in Slack, so the whole team uses it. However, if you still need a personal Claw to do recurring tasks, are willing to maintain it, and want more control than the company agent will let you, setting up a personal agent may still be worth it. We’ve just updated our OpenClaw guide to reflect where they tend to break and how to limit their authority:

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It's Christmas morning: OpenAI and Anthropic shipped new models on the same day! We tested GPT 5.3 Codex vs. Opus 4.6 head-to-head. Verdict: the models are converging. Here’s what we found 🧵

It's Christmas morning: OpenAI and Anthropic shipped new models on the same day! We tested GPT 5.3 Codex vs. Opus 4.6 head-to-head. Verdict: the models are converging. Here’s what we found 🧵

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Two years ago, Katie Parrott turned to ChatGPT because she couldn’t afford a career coach. Today, she’s open-sourced the writing system that grew out of it. On this week’s AI & I: Katie Parrott on turning two years of AI habits into compound writing—a system any writer can use. A few highlights: Good writing starts with good ingredients, not clever prompts. Parrott built her AI habits on the same foundational documents she used as a content marketer — audience personas, brand positioning, differentiators — long before “context engineering” had a name. Writing with AI brought back her love of writing. Handing the grunt work to AI freed up the energy to focus on harder, bigger-picture questions — and made the process feel like exploration again instead of a slog. She turned her own process into an open-source plugin. Modeled on Kieran Klassen’s compound engineering plugin, compound writing walks any writer through the brainstorming, outlining, drafting, and editing steps Parrott uses herself — including review “skills” modeled on writers like Kurt Vonnegut and Alfred Hitchcock. Watch here or on YouTube, or listen on Spotify or Apple Podcasts. 0:00 Start 0:49 Introduction 1:21 How Katie went from being laid off to using ChatGPT as a career coach 8:06 Turning AI into a “content agency of one” 10:59 Building the context files and style guides that make AI outputs useful 14:15 What makes a Claude project actually work 21:18 How AI helped with a mental health crisis and “computer errands” 27:03 Katie’s career coach, now a fully autonomous Codex project 32:27 What compounding means, and building the Compound Writing plugin 38:00 Borrowing Vonnegut, Hitchcock, and Sorkin as AI editing skills 44:49 Katie’s thesis: education and access will matter more than ever

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