Every 咨询团队的 AI 工作流AI Workflows at Every's Consulting Team
The Takeaway: AI agents and tools like Codex enable non-technical operators to build sophisticated systems that handle administrative burdens, turning knowledge work into "gardening" where humans set conditions rather than doing every task manually.
Natalia, Head of Consulting at Every and manager of AI agent Claudie, shared how AI is transforming operations. Claudie now runs autonomously with self-evaluation, managing CRM, dashboards, and more. The team complemented it with professional tools like Atio CRM and Asana for better data quality and scalability, rather than maintaining everything in-house.
Codex has been revolutionary for Natalia, providing terminal/browser integration and powerful models that reduce mental load on file systems. She demonstrated custom email triage apps, learning guides turned into cartoons, and even a family care operating system for her dad. These loops and shared context turn AI into a manager that compounds improvements over time.
"Knowledge work now is turning into something like gardening, where you're creating the conditions for the growth to happen, but you're not like making the plant with your hands."
The Takeaway: AI agents and tools like Codex enable non-technical operators to build sophisticated systems that handle administrative burdens, turning knowledge work into "gardening" where humans set conditions rather than doing every task manually.
Natalia, Head of Consulting at Every and manager of AI agent Claudie, shared how AI is transforming operations. Claudie now runs autonomously with self-evaluation, managing CRM, dashboards, and more. The team complemented it with professional tools like Atio CRM and Asana for better data quality and scalability, rather than maintaining everything in-house.
Codex has been revolutionary for Natalia, providing terminal/browser integration and powerful models that reduce mental load on file systems. She demonstrated custom email triage apps, learning guides turned into cartoons, and even a family care operating system for her dad. These loops and shared context turn AI into a manager that compounds improvements over time.
"Knowledge work now is turning into something like gardening, where you're creating the conditions for the growth to happen, but you're not like making the plant with your hands."
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Replit 与 Whop 集成助力变现Replit + Whop Integration for Monetization
Replit CEO Amjad Masad 表示，随着构建变得容易，他们专注于帮助创业者触达第一位客户。现在可以在 Whop 上销售 Replit 应用，这是互联网上最好的变现平台之一。
Replit CEO Amjad Masad noted that with building now easy, focus shifts to helping entrepreneurs reach first customers. Replit apps can now be sold on Whop, one of the best places to monetize creations.
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Vercel 支持 WordPress 流畅部署Vercel Enables Smooth WordPress Deployments
Vercel CEO Guillermo Rauch 展示了使用单个 Dockerfile 在 Vercel 上部署 WordPress 的能力，结合 PlanetScale MySQL，实现 30 秒部署。还介绍了 portless 工具解决本地开发问题，并推出 agentic deployments 的 dry-run 步骤以降低成本和风险。
Vercel CEO Guillermo Rauch demonstrated deploying WordPress on Vercel with a single Dockerfile and PlanetScale MySQL in 30s. He praised portless for local dev and announced dry-run for agentic deployments to minimize costs and risk.
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Codex 模型切换与技能构建Codex Model Switching and Skill Building
Zara Zhang 分享了在 Codex 中切换到 GLM 模型的方法，并解释了构建技能的正确流程：技能是工作流的最后一步，而非起点。Peter Yang 也积极安装 explain-diff skill。
Zara Zhang shared how to switch Codex to GLM model and explained that building a skill is the last step of your workflow. Peter Yang installed the explain-diff skill enthusiastically.
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