Codex Moves Beyond Coding

by Every Staff in Context Window Midjourney/Every illustration. Hello, and happy Sunday! Kieran Klaassen’s compound engineering plugin has crossed 15,000 GitHub stars, and this week it got a substantial update. It now works across more tools, comes with more built-in agents and skills, and has a cleaner setup flow—try it and let us know what you think.—Kate Lee Was this newsletter forwarded to you? Sign up to get it in your inbox. Knowledge base “Vibe Check: GPT-5.5 Has It All” by Katie Parrott/Vibe Check: The newly released GPT-5.5 is faster and easier to work with than its predecessors while also outperforming them on serious engineering tasks. Every’s testing found it to be the strongest OpenAI model for writing in about a year, and its biggest edge over Opus 4.7 shows up when working with an existing plan or system. Read this for the benchmark results, Reach Test ratings, and guidance on when to reach for GPT-5.5 versus Opus 4.7. “Introducing Monologue Notes: Record Every Meeting, Call, and Voice Memo” by Naveen Naidu/On Every: The best thinking can happen away from your desk—on walks, on calls, in meetings—and then vanishes. Monologue Notes, a new feature in the Monologue app, records and transcribes all of it, then makes those transcripts available as context for whatever coding agent you use. Read this for the two starter prompts that turn your recordings into a structured work session and try it for yourself. 🎧 🖥 “You’re the Bread in the AI Sandwich” by Laura Entis/Context Window: Dan Shipper and Kieran Klaassen work through the titular AI sandwich, where humans excel now that AI handles execution: framing the problem upfront and judging the output after. Plus: how Every’s consulting agent Claudie keeps absorbing new responsibilities instead of spawning new agents, what that reveals about the two organizational structures that will define how companies deploy AI employees, and Nityesh’s trust battery system that lets Claudie earn autonomy by learning from her mistakes. 🎧 🖥 Listen on Spotify or Apple Podcasts, or watch on X or YouTube. “Mini-Vibe Check: Claude Design Isn’t for Designers—Yet” by Katie Parrott/Context Window: Creative director Lucas Crespo put Anthropic’s new Claude Design through its paces. He finds it useful for empowering non-designers to produce on-brand assets, but poorly suited for open-ended creative work. Plus: Back-to-back security incidents at Vercel and Lovable reveal two distinct ways AI tools can expose your data, and a workflow from Nityesh Agarwal for setting up an agent-run X feed that monitors your AI stack for vulnerabilities overnight. Click here to read the full post Want the full text of all articles in RSS? Become a subscriber, or learn more.