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  1. One Useful Thing

    Claude Code and What Happens Next

    Ethan Mollick had Claude Code autonomously develop a startup project earning $1,000 per month; after the AI asked three multiple-choice questions, it worked independently for 1 hour and 14 minutes, generated hundreds of code files, and delivered a runnable, deployable website. He believes the leap in this kind of coding tool comes from two things: the latest models can autonomously complete more work in programming tasks and self-correct, and they are given an agentic harness of tools and methods. Using Opus 4.5-powered Claude Code as an example, the article explains how it breaks through LLM limitations through mechanisms such as context compaction, Skills, and subagents, and notes that OpenAI Codex with GPT-5.2 and Google Antigravity with Gemini 3 show similar performance.

    Ethan Mollick had Claude Code autonomously develop a startup project earning $1,000 per month; after the AI asked three multiple-choice questions, it worked independently for 1 hour and 14 minutes, generated hundreds of code files, and delivered a runnable, deployable website. He believes the leap in this kind of coding tool comes from two things: the latest models can autonomously complete more work in programming tasks and self-correct, and they are given an agentic harness of tools and method

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  2. TLDR AI

    Copilot, Agent Skills and Spreadsheets: TLDR AI's Weekly Roundup

    Microsoft launched Copilot Readiness Packages in Microsoft 365, providing administrators with guided assessments and secure deployment presets, and added automatic issue detection and Copilot-driven suggestions in the Teams admin center. Anthropic launched reusable Agent Skills for Claude for Enterprise, which can encode processes such as brand tone, email formatting, and Jira task creation; the standard is open, and there is no additional charge beyond a normal Claude subscription. OpenAI released GPT-5.2 for professional and enterprise use, focusing on long context, structured outputs, and multi-step projects, offering three variants.

    Microsoft launched Copilot Readiness Packages in Microsoft 365, providing administrators with guided assessments and secure deployment presets, and added automatic issue detection and Copilot-driven suggestions in the Teams admin center. Anthropic launched reusable Agent Skills for Claude for Enterprise, which can encode processes such as brand tone, email formatting, and Jira task creation; the standard is open, and there is no additional charge beyond a normal Claude subscription. OpenAI relea

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