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Why we’re building personal benchmarks for every employee, and how to start testing AI against your standards
Plus: Teaching AI to write like you, what Anthropic’s certification is good for, and 44 agents that are just folders
Plus: Turning your best colleagues into reusable skills, the model built to fix AI writing, and math proofs that outran their authors
Plus: A star investor admits to using AI on his op-ed, a self-improving Codex skill, and the hedge fund where AI use is mandatory
Plus: the number KateBench taught us to count, and a six-agent solar crew helping decide whether to run the dryer
Plus: One person running an engineering team of agents, what it costs to stay at the frontier, and the case for AI writing
Plus: We unpack LLM watermarks, a Codex editing workflow, and the week’s AI news
Plus: How AI helped build the Thesis website, an alien companion bringing in $4 million a year, and why the future of harness engineering is doing less
Plus: Why OpenAI’s Hugging Face incident is a leak and not a hack, what happens when a vibe coder ships a security hole, and how to hire—and secure—an AI employee
Plus: AI dictation etiquette, Microsoft’s vision for the agentic web, and the models we’re reaching for this week
Plus: An AI writing policy that makes writers do the thinking, Zuckerberg’s AI Future for Everyone runs on Meta, and a tool that keeps your agents from timing out
Plus: An honest read on GPT-Live, three Maven instructors on unlearning, and the best agent builder is… Microsoft’s?
Plus: The race for AI coding supremacy, the models Every is using, and a one-shot data visualization
Plus a workflow for managing agents while doing the dishes, why AI needs to be more social, and who to follow on X for design inspiration
Plus: How OpenAI is remaking software development, our guide to working by voice, and the Builder Pack tops $9,000 in credits
Plus: Paper and Mobbin join Every’s Builder Pack—now with $9,000 in free credits
Plus: Buzz enters the chat, a tool for protecting against Sol 5.6’s tendency to delete stuff, and a deep pull from our podcast archive featuring Wired cofounder Kevin Kelly
Plus: How to audit old agent instructions, habits you unlearn when you start working for yourself, a solution for Claude-isms, and the new-model tests we may be neglecting
Plus: Our Claude Opus 5 Vibe Check, what makes an AI workflow stick, and the expertise trap that a prompt can’t shortcut
Plus: OpenAI’s Codex playbook, a trick to cut Fable’s token spend, and the models the team is using this week
Laura Entis
Every Staff
Katie Parrott